Overview

Brought to you by YData

Dataset statistics

	Full Dataset	Stratified Sample
Number of variables	78	78
Number of observations	1000000	30000
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Total size in memory	595.1 MiB	17.9 MiB
Average record size in memory	624.0 B	624.0 B

Variable types

	Full Dataset	Stratified Sample
Numeric	40	40
Text	38	38

Alerts

Full Dataset	Stratified Sample
`customer_id` has unique values	`customer_id` has unique values	Unique
`membership_years` has 99846 (10.0%) zeros	`membership_years` has 3030 (10.1%) zeros	Zeros
`number_of_children` has 199753 (20.0%) zeros	`number_of_children` has 5930 (19.8%) zeros	Zeros
`transaction_hour` has 41756 (4.2%) zeros	`transaction_hour` has 1277 (4.3%) zeros	Zeros
`avg_discount_used` has 10010 (1.0%) zeros	Alert not present in this dataset	Zeros
`in_store_purchases` has 10016 (1.0%) zeros	`in_store_purchases` has 321 (1.1%) zeros	Zeros
`total_returned_items` has 100060 (10.0%) zeros	`total_returned_items` has 3026 (10.1%) zeros	Zeros
`product_stock` has 10174 (1.0%) zeros	`product_stock` has 317 (1.1%) zeros	Zeros
`customer_support_calls` has 49755 (5.0%) zeros	`customer_support_calls` has 1525 (5.1%) zeros	Zeros
`website_visits` has 10111 (1.0%) zeros	Alert not present in this dataset	Zeros

Reproduction

	Full Dataset	Stratified Sample
Analysis started	2025-06-06 02:26:31.335908	2025-06-06 02:28:30.874457
Analysis finished	2025-06-06 02:28:30.840000	2025-06-06 02:28:35.688336
Duration	1 minute and 59.5 seconds	4.81 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

customer_id
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	1000000	30000
Distinct (%)	100.0%	100.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500000.5	500803.1024

	Full Dataset	Stratified Sample
Minimum	1	12
Maximum	1000000	999880
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	12
5-th percentile	50000.95	51637.35
Q1	250000.75	249894
median	500000.5	502067.5
Q3	750000.25	752820.25
95-th percentile	950000.05	947160.85
Maximum	1000000	999880
Range	999999	999868
Interquartile range (IQR)	499999.5	502926.25

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288675.2789	288853.064
Coefficient of variation (CV)	0.5773499805	0.5767797018
Kurtosis	-1.2	-1.208484499
Mean	500000.5	500803.1024
Median Absolute Deviation (MAD)	250000	251514
Skewness	-2.511790261 × 10^-15	-0.008815474411
Sum	5.000005 × 10¹¹	1.502409307 × 10¹⁰
Variance	8.333341667 × 10¹⁰	8.343609261 × 10¹⁰
Monotonicity	Strictly increasing	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999984	1	< 0.1%
999983	1	< 0.1%
999982	1	< 0.1%
999981	1	< 0.1%
999980	1	< 0.1%
999979	1	< 0.1%
999978	1	< 0.1%
999977	1	< 0.1%
999976	1	< 0.1%
999975	1	< 0.1%
Other values (999990)	999990	> 99.9%

Value	Count	Frequency (%)
162060	1	< 0.1%
962145	1	< 0.1%
988334	1	< 0.1%
703785	1	< 0.1%
729865	1	< 0.1%
944983	1	< 0.1%
259621	1	< 0.1%
507975	1	< 0.1%
5872	1	< 0.1%
403580	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
18	1	< 0.1%
34	1	< 0.1%
125	1	< 0.1%
147	1	< 0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
18	1	< 0.1%
34	1	< 0.1%
125	1	< 0.1%
147	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

age
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	62	62
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	48.496605	48.33273333

	Full Dataset	Stratified Sample
Minimum	18	18
Maximum	79	79
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	18	18
5-th percentile	21	21
Q1	33	33
median	49	48
Q3	64	64
95-th percentile	76	76
Maximum	79	79
Range	61	61
Interquartile range (IQR)	31	31

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	17.87438116	17.89495728
Coefficient of variation (CV)	0.3685697414	0.3702450917
Kurtosis	-1.198117884	-1.195486737
Mean	48.496605	48.33273333
Median Absolute Deviation (MAD)	15	15
Skewness	-0.0002769945754	0.009864896331
Sum	48496605	1449982
Variance	319.493502	320.2294962
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	16423	1.6%
54	16412	1.6%
33	16407	1.6%
36	16363	1.6%
62	16324	1.6%
39	16290	1.6%
34	16284	1.6%
40	16274	1.6%
32	16264	1.6%
19	16248	1.6%
Other values (52)	836711	83.7%

Value	Count	Frequency (%)
20	539	1.8%
78	536	1.8%
36	533	1.8%
62	527	1.8%
37	523	1.7%
57	516	1.7%
25	516	1.7%
30	514	1.7%
58	514	1.7%
21	508	1.7%
Other values (52)	24774	82.6%

Value	Count	Frequency (%)
18	16003	1.6%
19	16248	1.6%
20	16116	1.6%
21	16016	1.6%
22	16211	1.6%

Value	Count	Frequency (%)
18	465	1.6%
19	490	1.6%
20	539	1.8%
21	508	1.7%
22	500	1.7%

Value	Count	Frequency (%)
18	465	< 0.1%
19	490	< 0.1%
20	539	0.1%
21	508	0.1%
22	500	0.1%

Value	Count	Frequency (%)
18	16003	53.3%
19	16248	54.2%
20	16116	53.7%
21	16016	53.4%
22	16211	54.0%

gender
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	5	5
Mean length	5.001174	4.9948
Min length	4	4

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	5001174	149844
Distinct characters	10	10
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Other	Other
2nd row	Female	Female
3rd row	Female	Other
4th row	Female	Male
5th row	Female	Female

Value	Count	Frequency (%)
other	333734	33.4%
female	333720	33.4%
male	332546	33.3%

Value	Count	Frequency (%)
male	10085	33.6%
other	9986	33.3%
female	9929	33.1%

Most occurring characters

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39929	26.6%
a	20014	13.4%
l	20014	13.4%
M	10085	6.7%
O	9986	6.7%
t	9986	6.7%
h	9986	6.7%
r	9986	6.7%
F	9929	6.6%
m	9929	6.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	149844	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39929	26.6%
a	20014	13.4%
l	20014	13.4%
M	10085	6.7%
O	9986	6.7%
t	9986	6.7%
h	9986	6.7%
r	9986	6.7%
F	9929	6.6%
m	9929	6.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	149844	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39929	26.6%
a	20014	13.4%
l	20014	13.4%
M	10085	6.7%
O	9986	6.7%
t	9986	6.7%
h	9986	6.7%
r	9986	6.7%
F	9929	6.6%
m	9929	6.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	149844	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39929	26.6%
a	20014	13.4%
l	20014	13.4%
M	10085	6.7%
O	9986	6.7%
t	9986	6.7%
h	9986	6.7%
r	9986	6.7%
F	9929	6.6%
m	9929	6.6%

income_bracket
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	4	4
Mean length	4.333713	4.3337
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	4333713	130011
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	High	High
2nd row	Medium	Low
3rd row	Low	Low
4th row	Low	Medium
5th row	Low	High

Value	Count	Frequency (%)
high	333612	33.4%
medium	333367	33.3%
low	333021	33.3%

Value	Count	Frequency (%)
high	10008	33.4%
medium	10001	33.3%
low	9991	33.3%

Most occurring characters

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20009	15.4%
H	10008	7.7%
g	10008	7.7%
h	10008	7.7%
M	10001	7.7%
e	10001	7.7%
d	10001	7.7%
u	10001	7.7%
m	10001	7.7%
L	9991	7.7%
Other values (2)	19982	15.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130011	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20009	15.4%
H	10008	7.7%
g	10008	7.7%
h	10008	7.7%
M	10001	7.7%
e	10001	7.7%
d	10001	7.7%
u	10001	7.7%
m	10001	7.7%
L	9991	7.7%
Other values (2)	19982	15.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130011	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20009	15.4%
H	10008	7.7%
g	10008	7.7%
h	10008	7.7%
M	10001	7.7%
e	10001	7.7%
d	10001	7.7%
u	10001	7.7%
m	10001	7.7%
L	9991	7.7%
Other values (2)	19982	15.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130011	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20009	15.4%
H	10008	7.7%
g	10008	7.7%
h	10008	7.7%
M	10001	7.7%
e	10001	7.7%
d	10001	7.7%
u	10001	7.7%
m	10001	7.7%
L	9991	7.7%
Other values (2)	19982	15.4%

loyalty_program
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	3	3
Median length	2	2
Mean length	2.499712	2.499666667
Min length	2	2

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	2499712	74990
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	No	No
2nd row	No	No
3rd row	No	Yes
4th row	No	No
5th row	Yes	No

Value	Count	Frequency (%)
no	500288	50.0%
yes	499712	50.0%

Value	Count	Frequency (%)
no	15010	50.0%
yes	14990	50.0%

Most occurring characters

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15010	20.0%
o	15010	20.0%
Y	14990	20.0%
e	14990	20.0%
s	14990	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74990	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15010	20.0%
o	15010	20.0%
Y	14990	20.0%
e	14990	20.0%
s	14990	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74990	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15010	20.0%
o	15010	20.0%
Y	14990	20.0%
e	14990	20.0%
s	14990	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74990	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15010	20.0%
o	15010	20.0%
Y	14990	20.0%
e	14990	20.0%
s	14990	20.0%

membership_years
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.497453	4.512466667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	9	9
Zeros	99846	3030
Zeros (%)	10.0%	10.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.872405571	2.876847891
Coefficient of variation (CV)	0.6386738385	0.637533328
Kurtosis	-1.22454665	-1.222483107
Mean	4.497453	4.512466667
Median Absolute Deviation (MAD)	3	2
Skewness	0.001590463324	-0.009342021881
Sum	4497453	135374
Variance	8.250713764	8.276253791
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100686	10.1%
5	100183	10.0%
4	100137	10.0%
9	99977	10.0%
2	99964	10.0%
8	99891	10.0%
6	99865	10.0%
0	99846	10.0%
7	99728	10.0%
3	99723	10.0%

Value	Count	Frequency (%)
5	3096	10.3%
9	3060	10.2%
0	3030	10.1%
6	3021	10.1%
7	3020	10.1%
3	3008	10.0%
1	2998	10.0%
8	2951	9.8%
4	2913	9.7%
2	2903	9.7%

Value	Count	Frequency (%)
0	99846	10.0%
1	100686	10.1%
2	99964	10.0%
3	99723	10.0%
4	100137	10.0%

Value	Count	Frequency (%)
0	3030	10.1%
1	2998	10.0%
2	2903	9.7%
3	3008	10.0%
4	2913	9.7%

Value	Count	Frequency (%)
0	3030	0.3%
1	2998	0.3%
2	2903	0.3%
3	3008	0.3%
4	2913	0.3%

Value	Count	Frequency (%)
0	99846	332.8%
1	100686	335.6%
2	99964	333.2%
3	99723	332.4%
4	100137	333.8%

churned
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	3	3
Median length	2	2
Mean length	2.499729	2.496266667
Min length	2	2

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	2499729	74888
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	No	Yes
2nd row	No	Yes
3rd row	No	No
4th row	No	No
5th row	Yes	Yes

Value	Count	Frequency (%)
no	500271	50.0%
yes	499729	50.0%

Value	Count	Frequency (%)
no	15112	50.4%
yes	14888	49.6%

Most occurring characters

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15112	20.2%
o	15112	20.2%
Y	14888	19.9%
e	14888	19.9%
s	14888	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74888	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15112	20.2%
o	15112	20.2%
Y	14888	19.9%
e	14888	19.9%
s	14888	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74888	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15112	20.2%
o	15112	20.2%
Y	14888	19.9%
e	14888	19.9%
s	14888	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74888	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15112	20.2%
o	15112	20.2%
Y	14888	19.9%
e	14888	19.9%
s	14888	19.9%

marital_status
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	8	8
Median length	7	7
Mean length	7.000866	7.001233333
Min length	6	6

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	7000866	210037
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Divorced	Divorced
2nd row	Married	Divorced
3rd row	Married	Divorced
4th row	Divorced	Married
5th row	Divorced	Married

Value	Count	Frequency (%)
divorced	333816	33.4%
married	333234	33.3%
single	332950	33.3%

Value	Count	Frequency (%)
married	10067	33.6%
divorced	9985	33.3%
single	9948	33.2%

Most occurring characters

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30119	14.3%
i	30000	14.3%
e	30000	14.3%
d	20052	9.5%
a	10067	4.8%
M	10067	4.8%
D	9985	4.8%
v	9985	4.8%
o	9985	4.8%
c	9985	4.8%
Other values (4)	39792	18.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210037	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30119	14.3%
i	30000	14.3%
e	30000	14.3%
d	20052	9.5%
a	10067	4.8%
M	10067	4.8%
D	9985	4.8%
v	9985	4.8%
o	9985	4.8%
c	9985	4.8%
Other values (4)	39792	18.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210037	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30119	14.3%
i	30000	14.3%
e	30000	14.3%
d	20052	9.5%
a	10067	4.8%
M	10067	4.8%
D	9985	4.8%
v	9985	4.8%
o	9985	4.8%
c	9985	4.8%
Other values (4)	39792	18.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210037	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30119	14.3%
i	30000	14.3%
e	30000	14.3%
d	20052	9.5%
a	10067	4.8%
M	10067	4.8%
D	9985	4.8%
v	9985	4.8%
o	9985	4.8%
c	9985	4.8%
Other values (4)	39792	18.9%

number_of_children
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.000554	1.998133333

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	4	4
Zeros	199753	5930
Zeros (%)	20.0%	19.8%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0	0
Q1	1	1
median	2	2
Q3	3	3
95-th percentile	4	4
Maximum	4	4
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	1.414214161	1.407644332
Coefficient of variation (CV)	0.7069112661	0.7044796802
Kurtosis	-1.300270709	-1.290005138
Mean	2.000554	1.998133333
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0001223295646	0.001157855148
Sum	2000554	59944
Variance	2.000001693	1.981462564
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	200307	20.0%
4	200157	20.0%
3	200053	20.0%
0	199753	20.0%
2	199730	20.0%

Value	Count	Frequency (%)
3	6063	20.2%
1	6059	20.2%
2	6048	20.2%
0	5930	19.8%
4	5900	19.7%

Value	Count	Frequency (%)
0	199753	20.0%
1	200307	20.0%
2	199730	20.0%
3	200053	20.0%
4	200157	20.0%

Value	Count	Frequency (%)
0	5930	19.8%
1	6059	20.2%
2	6048	20.2%
3	6063	20.2%
4	5900	19.7%

Value	Count	Frequency (%)
0	5930	0.6%
1	6059	0.6%
2	6048	0.6%
3	6063	0.6%
4	5900	0.6%

Value	Count	Frequency (%)
0	199753	665.8%
1	200307	667.7%
2	199730	665.8%
3	200053	666.8%
4	200157	667.2%

education_level
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	11	11
Median length	10	10
Mean length	8.00064	8.017833333
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	8000640	240535
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Bachelor's	Bachelor's
2nd row	PhD	High School
3rd row	Bachelor's	PhD
4th row	Master's	Bachelor's
5th row	Bachelor's	Master's

Value	Count	Frequency (%)
bachelor's	250360	20.0%
high	250105	20.0%
school	250105	20.0%
phd	250079	20.0%
master's	249456	20.0%

Value	Count	Frequency (%)
high	7575	20.2%
school	7575	20.2%
bachelor's	7565	20.1%
phd	7464	19.9%
master's	7396	19.7%

Most occurring characters

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	30179	12.5%
o	22715	9.4%
s	22357	9.3%
c	15140	6.3%
l	15140	6.3%
e	14961	6.2%
a	14961	6.2%
'	14961	6.2%
r	14961	6.2%
H	7575	3.1%
Other values (9)	67585	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240535	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	30179	12.5%
o	22715	9.4%
s	22357	9.3%
c	15140	6.3%
l	15140	6.3%
e	14961	6.2%
a	14961	6.2%
'	14961	6.2%
r	14961	6.2%
H	7575	3.1%
Other values (9)	67585	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240535	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	30179	12.5%
o	22715	9.4%
s	22357	9.3%
c	15140	6.3%
l	15140	6.3%
e	14961	6.2%
a	14961	6.2%
'	14961	6.2%
r	14961	6.2%
H	7575	3.1%
Other values (9)	67585	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240535	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	30179	12.5%
o	22715	9.4%
s	22357	9.3%
c	15140	6.3%
l	15140	6.3%
e	14961	6.2%
a	14961	6.2%
'	14961	6.2%
r	14961	6.2%
H	7575	3.1%
Other values (9)	67585	28.1%

occupation
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	13	13
Median length	10	10
Mean length	9.500854	9.497766667
Min length	7	7

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	9500854	284933
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Self-Employed	Retired
2nd row	Unemployed	Retired
3rd row	Self-Employed	Employed
4th row	Employed	Self-Employed
5th row	Employed	Employed

Value	Count	Frequency (%)
employed	250857	25.1%
unemployed	250117	25.0%
self-employed	249941	25.0%
retired	249085	24.9%

Value	Count	Frequency (%)
retired	7545	25.1%
self-employed	7534	25.1%
employed	7517	25.1%
unemployed	7404	24.7%

Most occurring characters

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52483	18.4%
d	30000	10.5%
l	29989	10.5%
o	22455	7.9%
p	22455	7.9%
m	22455	7.9%
y	22455	7.9%
E	15051	5.3%
R	7545	2.6%
t	7545	2.6%
Other values (7)	52500	18.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	284933	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52483	18.4%
d	30000	10.5%
l	29989	10.5%
o	22455	7.9%
p	22455	7.9%
m	22455	7.9%
y	22455	7.9%
E	15051	5.3%
R	7545	2.6%
t	7545	2.6%
Other values (7)	52500	18.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	284933	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52483	18.4%
d	30000	10.5%
l	29989	10.5%
o	22455	7.9%
p	22455	7.9%
m	22455	7.9%
y	22455	7.9%
E	15051	5.3%
R	7545	2.6%
t	7545	2.6%
Other values (7)	52500	18.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	284933	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52483	18.4%
d	30000	10.5%
l	29989	10.5%
o	22455	7.9%
p	22455	7.9%
m	22455	7.9%
y	22455	7.9%
E	15051	5.3%
R	7545	2.6%
t	7545	2.6%
Other values (7)	52500	18.4%

transaction_id
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	632576	29538
Distinct (%)	63.3%	98.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499891.7314	502817.3992

	Full Dataset	Stratified Sample
Minimum	2	30
Maximum	999999	999881
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	2	30
5-th percentile	50200.95	51972.95
Q1	249878.75	255453.25
median	499559.5	502048.5
Q3	750071.25	751640.75
95-th percentile	950045.2	950411.5
Maximum	999999	999881
Range	999997	999851
Interquartile range (IQR)	500192.5	496187.5

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288706.0577	287335.4613
Coefficient of variation (CV)	0.5775371735	0.5714509119
Kurtosis	-1.200114605	-1.184605739
Mean	499891.7314	502817.3992
Median Absolute Deviation (MAD)	250088.5	248150.5
Skewness	0.002395187253	-0.009883747709
Sum	4.998917314 × 10¹¹	1.508452198 × 10¹⁰
Variance	8.335118772 × 10¹⁰	8.256166732 × 10¹⁰
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115913	9	< 0.1%
504562	8	< 0.1%
344167	8	< 0.1%
2773	8	< 0.1%
239407	8	< 0.1%
620816	8	< 0.1%
273197	8	< 0.1%
254678	7	< 0.1%
798940	7	< 0.1%
335691	7	< 0.1%
Other values (632566)	999922	> 99.9%

Value	Count	Frequency (%)
491609	3	< 0.1%
6554	3	< 0.1%
318501	3	< 0.1%
346938	3	< 0.1%
832355	3	< 0.1%
974493	2	< 0.1%
233193	2	< 0.1%
108085	2	< 0.1%
496964	2	< 0.1%
616078	2	< 0.1%
Other values (29528)	29975	99.9%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
36	1	< 0.1%
55	1	< 0.1%
63	1	< 0.1%
69	1	< 0.1%

Value	Count	Frequency (%)
30	1	< 0.1%
36	1	< 0.1%
55	1	< 0.1%
63	1	< 0.1%
69	1	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

transaction_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	992231	29990
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	984504	29980 ?
Unique (%)	98.5%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2020-10-11 10:08:52	2021-01-28 14:56:18
2nd row	2021-12-08 01:07:40	2021-08-05 22:27:14
3rd row	2020-02-17 09:40:48	2020-11-29 01:27:56
4th row	2020-08-13 00:43:14	2020-10-20 00:00:36
5th row	2021-07-02 11:59:03	2021-01-01 15:53:55

Value	Count	Frequency (%)
2020-10-05	1509	0.1%
2020-09-06	1467	0.1%
2020-10-04	1464	0.1%
2020-07-26	1463	0.1%
2020-02-26	1458	0.1%
2020-05-03	1455	0.1%
2021-02-27	1453	0.1%
2021-07-30	1451	0.1%
2020-09-07	1451	0.1%
2020-10-09	1447	0.1%
Other values (87119)	1985382	99.3%

Value	Count	Frequency (%)
2021-08-13	61	0.1%
2020-10-17	60	0.1%
2020-11-27	60	0.1%
2021-11-09	60	0.1%
2021-11-24	59	0.1%
2021-06-25	57	0.1%
2021-08-24	57	0.1%
2020-09-11	56	0.1%
2021-04-23	56	0.1%
2021-12-15	56	0.1%
Other values (26058)	59418	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113957	20.0%
2	102327	18.0%
1	73132	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26926	4.7%
5	23976	4.2%
4	23960	4.2%
7	14065	2.5%
Other values (3)	41657	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113957	20.0%
2	102327	18.0%
1	73132	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26926	4.7%
5	23976	4.2%
4	23960	4.2%
7	14065	2.5%
Other values (3)	41657	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113957	20.0%
2	102327	18.0%
1	73132	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26926	4.7%
5	23976	4.2%
4	23960	4.2%
7	14065	2.5%
Other values (3)	41657	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	113957	20.0%
2	102327	18.0%
1	73132	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26926	4.7%
5	23976	4.2%
4	23960	4.2%
7	14065	2.5%
Other values (3)	41657	7.3%

product_id
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	9999	9507
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4999.564515	5014.683167

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	9999	9999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	500	510
Q1	2498	2528
median	4999	5026.5
Q3	7498	7510.25
95-th percentile	9499	9490.05
Maximum	9999	9999
Range	9998	9998
Interquartile range (IQR)	5000	4982.25

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2886.798391	2882.480717
Coefficient of variation (CV)	0.5774099689	0.5748081426
Kurtosis	-1.200144352	-1.197819312
Mean	4999.564515	5014.683167
Median Absolute Deviation (MAD)	2500	2490.5
Skewness	0.0002346107222	-0.00782393366
Sum	4999564515	150440495
Variance	8333604.95	8308695.082
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4898	145	< 0.1%
51	143	< 0.1%
9593	141	< 0.1%
5427	138	< 0.1%
3923	137	< 0.1%
8365	135	< 0.1%
4541	134	< 0.1%
2590	134	< 0.1%
467	133	< 0.1%
3676	133	< 0.1%
Other values (9989)	998627	99.9%

Value	Count	Frequency (%)
3589	10	< 0.1%
1491	10	< 0.1%
2635	10	< 0.1%
4705	10	< 0.1%
6613	10	< 0.1%
5665	10	< 0.1%
6931	9	< 0.1%
5435	9	< 0.1%
278	9	< 0.1%
5777	9	< 0.1%
Other values (9497)	29904	99.7%

Value	Count	Frequency (%)
1	92	< 0.1%
2	107	< 0.1%
3	117	< 0.1%
4	97	< 0.1%
5	92	< 0.1%

Value	Count	Frequency (%)
1	3	< 0.1%
2	4	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	3	< 0.1%

Value	Count	Frequency (%)
1	3	< 0.1%
2	4	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	3	< 0.1%

Value	Count	Frequency (%)
1	92	0.3%
2	107	0.4%
3	117	0.4%
4	97	0.3%
5	92	0.3%

product_category
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	11	11
Median length	9	9
Mean length	8.196389	8.208833333
Min length	4	4

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	8196389	246265
Distinct characters	18	18
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Electronics	Clothing
2nd row	Groceries	Electronics
3rd row	Toys	Groceries
4th row	Toys	Furniture
5th row	Clothing	Furniture

Value	Count	Frequency (%)
toys	200669	20.1%
groceries	200214	20.0%
clothing	199778	20.0%
electronics	199756	20.0%
furniture	199583	20.0%

Value	Count	Frequency (%)
groceries	6036	20.1%
furniture	6016	20.1%
clothing	6010	20.0%
electronics	5995	20.0%
toys	5943	19.8%

Most occurring characters

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30099	12.2%
e	24083	9.8%
i	24057	9.8%
o	23984	9.7%
c	18026	7.3%
n	18021	7.3%
t	18021	7.3%
s	17974	7.3%
u	12032	4.9%
l	12005	4.9%
Other values (8)	47963	19.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246265	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30099	12.2%
e	24083	9.8%
i	24057	9.8%
o	23984	9.7%
c	18026	7.3%
n	18021	7.3%
t	18021	7.3%
s	17974	7.3%
u	12032	4.9%
l	12005	4.9%
Other values (8)	47963	19.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246265	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30099	12.2%
e	24083	9.8%
i	24057	9.8%
o	23984	9.7%
c	18026	7.3%
n	18021	7.3%
t	18021	7.3%
s	17974	7.3%
u	12032	4.9%
l	12005	4.9%
Other values (8)	47963	19.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246265	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30099	12.2%
e	24083	9.8%
i	24057	9.8%
o	23984	9.7%
c	18026	7.3%
n	18021	7.3%
t	18021	7.3%
s	17974	7.3%
u	12032	4.9%
l	12005	4.9%
Other values (8)	47963	19.5%

quantity
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	9	9
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.002649	5.016133333

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	9	9
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	3
median	5	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	8	8
Interquartile range (IQR)	4	4

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.583751276	2.584742878
Coefficient of variation (CV)	0.516476626	0.5152859197
Kurtosis	-1.231080652	-1.230965354
Mean	5.002649	5.016133333
Median Absolute Deviation (MAD)	2	2
Skewness	-0.0003647460673	-0.007367687857
Sum	5002649	150484
Variance	6.675770659	6.680895745
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
9	111914	11.2%
3	111422	11.1%
7	111274	11.1%
1	111150	11.1%
4	111104	11.1%
6	111098	11.1%
2	110782	11.1%
8	110747	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
9	3383	11.3%
7	3364	11.2%
8	3354	11.2%
4	3344	11.1%
5	3342	11.1%
1	3327	11.1%
3	3316	11.1%
6	3289	11.0%
2	3281	10.9%

Value	Count	Frequency (%)
1	111150	11.1%
2	110782	11.1%
3	111422	11.1%
4	111104	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
1	3327	11.1%
2	3281	10.9%
3	3316	11.1%
4	3344	11.1%
5	3342	11.1%

Value	Count	Frequency (%)
1	3327	0.3%
2	3281	0.3%
3	3316	0.3%
4	3344	0.3%
5	3342	0.3%

Value	Count	Frequency (%)
1	111150	370.5%
2	110782	369.3%
3	111422	371.4%
4	111104	370.3%
5	110509	368.4%

unit_price
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	99896	25919
Distinct (%)	10.0%	86.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.2613169	499.671594

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	1000	999.96
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	50.72	50.889
Q1	250.31	248.755
median	500.41	498.76
Q3	750.16	751.6825
95-th percentile	949.91	949.4015
Maximum	1000	999.96
Range	999	998.96
Interquartile range (IQR)	499.85	502.9275

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288.4628596	288.6536702
Coefficient of variation (CV)	0.5766243559	0.5776867719
Kurtosis	-1.20144233	-1.198680323
Mean	500.2613169	499.671594
Median Absolute Deviation (MAD)	249.93	251.41
Skewness	-1.097330655 × 10^-5	0.00333989629
Sum	500261316.9	14990147.82
Variance	83210.82139	83320.94129
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
226.51	28	< 0.1%
450.02	26	< 0.1%
591.8	25	< 0.1%
921.47	25	< 0.1%
354.83	25	< 0.1%
49.69	25	< 0.1%
111.41	24	< 0.1%
954.1	24	< 0.1%
619.19	24	< 0.1%
845.21	24	< 0.1%
Other values (99886)	999750	> 99.9%

Value	Count	Frequency (%)
998.99	5	< 0.1%
640.48	5	< 0.1%
697.24	4	< 0.1%
530.24	4	< 0.1%
742.95	4	< 0.1%
855.69	4	< 0.1%
729.07	4	< 0.1%
765.64	4	< 0.1%
119.68	4	< 0.1%
720.62	4	< 0.1%
Other values (25909)	29958	99.9%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
1.03	1	< 0.1%
1.04	1	< 0.1%
1.06	1	< 0.1%
1.08	2	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
1.03	1	< 0.1%
1.04	1	< 0.1%
1.06	1	< 0.1%
1.08	2	< 0.1%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	0.1%

discount_applied
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.24991049	0.2490266667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9967	280
Zeros (%)	1.0%	0.9%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0.03	0.03
Q1	0.13	0.12
median	0.25	0.25
Q3	0.37	0.37
95-th percentile	0.47	0.47
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.24	0.25

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	0.1443279083	0.1439335605
Coefficient of variation (CV)	0.5775184079	0.5779845286
Kurtosis	-1.19713108	-1.195219351
Mean	0.24991049	0.2490266667
Median Absolute Deviation (MAD)	0.12	0.12
Skewness	0.0002640976336	0.01064049997
Sum	249910.49	7470.8
Variance	0.02083054512	0.02071686985
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.19	20302	2.0%
0.06	20213	2.0%
0.34	20211	2.0%
0.03	20207	2.0%
0.05	20207	2.0%
0.21	20199	2.0%
0.29	20155	2.0%
0.07	20153	2.0%
0.43	20145	2.0%
0.18	20111	2.0%
Other values (41)	798097	79.8%

Value	Count	Frequency (%)
0.07	658	2.2%
0.4	658	2.2%
0.12	645	2.1%
0.39	632	2.1%
0.03	631	2.1%
0.37	628	2.1%
0.13	628	2.1%
0.24	627	2.1%
0.15	626	2.1%
0.19	625	2.1%
Other values (41)	23642	78.8%

Value	Count	Frequency (%)
0	9967	1.0%
0.01	20018	2.0%
0.02	19788	2.0%
0.03	20207	2.0%
0.04	19947	2.0%

Value	Count	Frequency (%)
0	280	0.9%
0.01	570	1.9%
0.02	613	2.0%
0.03	631	2.1%
0.04	594	2.0%

Value	Count	Frequency (%)
0	280	< 0.1%
0.01	570	0.1%
0.02	613	0.1%
0.03	631	0.1%
0.04	594	0.1%

Value	Count	Frequency (%)
0	9967	33.2%
0.01	20018	66.7%
0.02	19788	66.0%
0.03	20207	67.4%
0.04	19947	66.5%

payment_method
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	14	14
Median length	11	11
Mean length	9.751935	9.7828
Min length	4	4

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	9751935	293484
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Credit Card	Debit Card
2nd row	Credit Card	Debit Card
3rd row	Debit Card	Debit Card
4th row	Credit Card	Debit Card
5th row	Mobile Payment	Debit Card

Value	Count	Frequency (%)
card	500200	28.6%
credit	250435	14.3%
mobile	250030	14.3%
payment	250030	14.3%
cash	249770	14.3%
debit	249765	14.3%

Value	Count	Frequency (%)
card	14999	28.5%
debit	7619	14.5%
mobile	7611	14.5%
payment	7611	14.5%
cash	7390	14.0%
credit	7380	14.0%

Most occurring characters

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30221	10.3%
a	30000	10.2%
C	29769	10.1%
	22610	7.7%
i	22610	7.7%
t	22610	7.7%
r	22379	7.6%
d	22379	7.6%
b	15230	5.2%
D	7619	2.6%
Other values (9)	68057	23.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293484	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30221	10.3%
a	30000	10.2%
C	29769	10.1%
	22610	7.7%
i	22610	7.7%
t	22610	7.7%
r	22379	7.6%
d	22379	7.6%
b	15230	5.2%
D	7619	2.6%
Other values (9)	68057	23.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293484	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30221	10.3%
a	30000	10.2%
C	29769	10.1%
	22610	7.7%
i	22610	7.7%
t	22610	7.7%
r	22379	7.6%
d	22379	7.6%
b	15230	5.2%
D	7619	2.6%
Other values (9)	68057	23.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	293484	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30221	10.3%
a	30000	10.2%
C	29769	10.1%
	22610	7.7%
i	22610	7.7%
t	22610	7.7%
r	22379	7.6%
d	22379	7.6%
b	15230	5.2%
D	7619	2.6%
Other values (9)	68057	23.2%

store_location
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Location A	Location C
2nd row	Location C	Location A
3rd row	Location A	Location B
4th row	Location A	Location C
5th row	Location C	Location B

Value	Count	Frequency (%)
location	1000000	50.0%
c	250336	12.5%
b	250280	12.5%
a	250150	12.5%
d	249234	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
c	7569	12.6%
a	7562	12.6%
b	7501	12.5%
d	7368	12.3%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7569	2.5%
A	7562	2.5%
Other values (2)	14869	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7569	2.5%
A	7562	2.5%
Other values (2)	14869	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7569	2.5%
A	7562	2.5%
Other values (2)	14869	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
C	7569	2.5%
A	7562	2.5%
Other values (2)	14869	5.0%

transaction_hour
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	24	24
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	11.505193	11.50666667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	23	23
Zeros	41756	1277
Zeros (%)	4.2%	4.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	1	1
Q1	5	6
median	12	11
Q3	18	18
95-th percentile	22	22
Maximum	23	23
Range	23	23
Interquartile range (IQR)	13	12

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	6.924459761	6.939118143
Coefficient of variation (CV)	0.6018551589	0.6030519823
Kurtosis	-1.205305317	-1.202551467
Mean	11.505193	11.50666667
Median Absolute Deviation (MAD)	6	6
Skewness	-0.001531297707	-0.002854367692
Sum	11505193	345200
Variance	47.94814298	48.1513606
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
5	42166	4.2%
14	42161	4.2%
18	41872	4.2%
20	41812	4.2%
3	41780	4.2%
21	41778	4.2%
4	41756	4.2%
0	41756	4.2%
23	41750	4.2%
19	41707	4.2%
Other values (14)	581462	58.1%

Value	Count	Frequency (%)
10	1292	4.3%
1	1287	4.3%
20	1286	4.3%
23	1283	4.3%
22	1280	4.3%
2	1279	4.3%
0	1277	4.3%
14	1274	4.2%
17	1258	4.2%
11	1257	4.2%
Other values (14)	17227	57.4%

Value	Count	Frequency (%)
0	41756	4.2%
1	41637	4.2%
2	41388	4.1%
3	41780	4.2%
4	41756	4.2%

Value	Count	Frequency (%)
0	1277	4.3%
1	1287	4.3%
2	1279	4.3%
3	1202	4.0%
4	1196	4.0%

Value	Count	Frequency (%)
0	1277	0.1%
1	1287	0.1%
2	1279	0.1%
3	1202	0.1%
4	1196	0.1%

Value	Count	Frequency (%)
0	41756	139.2%
1	41637	138.8%
2	41388	138.0%
3	41780	139.3%
4	41756	139.2%

day_of_week
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	7	7
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	9	9
Median length	8	8
Mean length	7.141075	7.146633333
Min length	6	6

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	7141075	214399
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Wednesday	Friday
2nd row	Friday	Saturday
3rd row	Saturday	Sunday
4th row	Friday	Sunday
5th row	Monday	Friday

Value	Count	Frequency (%)
tuesday	143452	14.3%
friday	143067	14.3%
thursday	142930	14.3%
sunday	142875	14.3%
monday	142855	14.3%
saturday	142700	14.3%
wednesday	142121	14.2%

Value	Count	Frequency (%)
tuesday	4332	14.4%
sunday	4319	14.4%
wednesday	4311	14.4%
thursday	4286	14.3%
monday	4282	14.3%
saturday	4281	14.3%
friday	4189	14.0%

Most occurring characters

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
d	34311	16.0%
a	34281	16.0%
y	30000	14.0%
u	17218	8.0%
e	12954	6.0%
s	12929	6.0%
n	12912	6.0%
r	12756	5.9%
T	8618	4.0%
S	8600	4.0%
Other values (7)	29820	13.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214399	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
d	34311	16.0%
a	34281	16.0%
y	30000	14.0%
u	17218	8.0%
e	12954	6.0%
s	12929	6.0%
n	12912	6.0%
r	12756	5.9%
T	8618	4.0%
S	8600	4.0%
Other values (7)	29820	13.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214399	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
d	34311	16.0%
a	34281	16.0%
y	30000	14.0%
u	17218	8.0%
e	12954	6.0%
s	12929	6.0%
n	12912	6.0%
r	12756	5.9%
T	8618	4.0%
S	8600	4.0%
Other values (7)	29820	13.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214399	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
d	34311	16.0%
a	34281	16.0%
y	30000	14.0%
u	17218	8.0%
e	12954	6.0%
s	12929	6.0%
n	12912	6.0%
r	12756	5.9%
T	8618	4.0%
S	8600	4.0%
Other values (7)	29820	13.9%

week_of_year
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	52	52
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	26.503691	26.49406667

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	52	52
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	3	3
Q1	14	13
median	27	26
Q3	39	40
95-th percentile	50	50
Maximum	52	52
Range	51	51
Interquartile range (IQR)	25	27

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	15.00516516	15.04609953
Coefficient of variation (CV)	0.566153792	0.5679044941
Kurtosis	-1.199199248	-1.207693619
Mean	26.503691	26.49406667
Median Absolute Deviation (MAD)	13	13
Skewness	-0.0005909978351	0.002932240747
Sum	26503691	794822
Variance	225.1549815	226.385111
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	19588	2.0%
19	19507	2.0%
51	19447	1.9%
26	19425	1.9%
1	19399	1.9%
25	19386	1.9%
21	19371	1.9%
44	19356	1.9%
16	19348	1.9%
9	19340	1.9%
Other values (42)	805833	80.6%

Value	Count	Frequency (%)
10	624	2.1%
32	624	2.1%
19	620	2.1%
43	611	2.0%
47	606	2.0%
3	606	2.0%
21	604	2.0%
25	596	2.0%
17	595	2.0%
9	593	2.0%
Other values (42)	23921	79.7%

Value	Count	Frequency (%)
1	19399	1.9%
2	19179	1.9%
3	19150	1.9%
4	19137	1.9%
5	19328	1.9%

Value	Count	Frequency (%)
1	570	1.9%
2	592	2.0%
3	606	2.0%
4	556	1.9%
5	586	2.0%

Value	Count	Frequency (%)
1	570	0.1%
2	592	0.1%
3	606	0.1%
4	556	0.1%
5	586	0.1%

Value	Count	Frequency (%)
1	19399	64.7%
2	19179	63.9%
3	19150	63.8%
4	19137	63.8%
5	19328	64.4%

month_of_year
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	12	12
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	6.497467	6.4968

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	12	12
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	3
median	7	6
Q3	10	10
95-th percentile	12	12
Maximum	12	12
Range	11	11
Interquartile range (IQR)	7	7

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	3.455211936	3.457695034
Coefficient of variation (CV)	0.531778297	0.5322150957
Kurtosis	-1.21903855	-1.218478263
Mean	6.497467	6.4968
Median Absolute Deviation (MAD)	3	3
Skewness	0.0003820436436	0.002125819773
Sum	6497467	194904
Variance	11.93848952	11.95565495
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	83951	8.4%
11	83645	8.4%
1	83624	8.4%
7	83475	8.3%
12	83353	8.3%
9	83328	8.3%
3	83244	8.3%
5	83135	8.3%
10	83113	8.3%
8	83093	8.3%
Other values (2)	166039	16.6%

Value	Count	Frequency (%)
10	2541	8.5%
2	2538	8.5%
7	2537	8.5%
6	2526	8.4%
12	2521	8.4%
1	2515	8.4%
5	2514	8.4%
11	2489	8.3%
4	2473	8.2%
3	2466	8.2%
Other values (2)	4880	16.3%

Value	Count	Frequency (%)
1	83624	8.4%
2	83951	8.4%
3	83244	8.3%
4	83091	8.3%
5	83135	8.3%

Value	Count	Frequency (%)
1	2515	8.4%
2	2538	8.5%
3	2466	8.2%
4	2473	8.2%
5	2514	8.4%

Value	Count	Frequency (%)
1	2515	0.3%
2	2538	0.3%
3	2466	0.2%
4	2473	0.2%
5	2514	0.3%

Value	Count	Frequency (%)
1	83624	278.7%
2	83951	279.8%
3	83244	277.5%
4	83091	277.0%
5	83135	277.1%

avg_purchase_value
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	49001	22451
Distinct (%)	4.9%	74.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	254.8864443	255.0930827

	Full Dataset	Stratified Sample
Minimum	10	10.01
Maximum	500	499.97
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10	10.01
5-th percentile	34.4	33.79
Q1	132.22	131.975
median	254.93	256.13
Q3	377.35	378.32
95-th percentile	475.56	476.0405
Maximum	500	499.97
Range	490	489.96
Interquartile range (IQR)	245.13	246.345

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	141.4949233	142.102325
Coefficient of variation (CV)	0.5551292604	0.5570606757
Kurtosis	-1.200170422	-1.205574492
Mean	254.8864443	255.0930827
Median Absolute Deviation (MAD)	122.57	123.115
Skewness	0.0003762833586	-0.001960015767
Sum	254886444.3	7652792.48
Variance	20020.81333	20193.07077
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.54	41	< 0.1%
482.75	41	< 0.1%
372.04	40	< 0.1%
397.45	39	< 0.1%
246.87	39	< 0.1%
60.53	38	< 0.1%
278.34	38	< 0.1%
315.26	38	< 0.1%
165.81	38	< 0.1%
492.47	38	< 0.1%
Other values (48991)	999610	> 99.9%

Value	Count	Frequency (%)
78.3	5	< 0.1%
194.92	5	< 0.1%
180.8	5	< 0.1%
228.66	5	< 0.1%
282.32	5	< 0.1%
158.4	5	< 0.1%
492.22	5	< 0.1%
373.44	5	< 0.1%
102.51	5	< 0.1%
78.13	5	< 0.1%
Other values (22441)	29950	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	< 0.1%
10.02	29	< 0.1%
10.03	17	< 0.1%
10.04	21	< 0.1%

Value	Count	Frequency (%)
10.01	2	< 0.1%
10.02	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	3	< 0.1%

Value	Count	Frequency (%)
10.01	2	< 0.1%
10.02	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	3	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	0.1%
10.02	29	0.1%
10.03	17	0.1%
10.04	21	0.1%

purchase_frequency
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	7	7
Median length	6	6
Mean length	6.000399	5.992
Min length	5	5

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	6000399	179760
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Weekly	Yearly
2nd row	Daily	Weekly
3rd row	Weekly	Weekly
4th row	Weekly	Weekly
5th row	Yearly	Monthly

Value	Count	Frequency (%)
yearly	250767	25.1%
monthly	249932	25.0%
weekly	249768	25.0%
daily	249533	25.0%

Value	Count	Frequency (%)
weekly	7579	25.3%
daily	7574	25.2%
yearly	7513	25.0%
monthly	7334	24.4%

Most occurring characters

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22671	12.6%
a	15087	8.4%
W	7579	4.2%
k	7579	4.2%
D	7574	4.2%
i	7574	4.2%
Y	7513	4.2%
r	7513	4.2%
Other values (5)	36670	20.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179760	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22671	12.6%
a	15087	8.4%
W	7579	4.2%
k	7579	4.2%
D	7574	4.2%
i	7574	4.2%
Y	7513	4.2%
r	7513	4.2%
Other values (5)	36670	20.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179760	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22671	12.6%
a	15087	8.4%
W	7579	4.2%
k	7579	4.2%
D	7574	4.2%
i	7574	4.2%
Y	7513	4.2%
r	7513	4.2%
Other values (5)	36670	20.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179760	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22671	12.6%
a	15087	8.4%
W	7579	4.2%
k	7579	4.2%
D	7574	4.2%
i	7574	4.2%
Y	7513	4.2%
r	7513	4.2%
Other values (5)	36670	20.4%

last_purchase_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	984242	29988
Distinct (%)	98.4%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	968656	29976 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2021-09-11 04:22:38	2021-01-20 18:14:28
2nd row	2021-05-16 12:01:16	2021-07-08 12:01:54
3rd row	2021-02-07 16:47:48	2021-04-26 19:20:09
4th row	2021-12-30 23:48:26	2021-02-19 10:14:53
5th row	2021-11-02 11:48:25	2021-01-14 04:24:54

Value	Count	Frequency (%)
2021-01-02	2870	0.1%
2021-05-14	2866	0.1%
2021-12-25	2860	0.1%
2021-01-17	2860	0.1%
2021-10-17	2856	0.1%
2021-01-26	2856	0.1%
2021-08-16	2854	0.1%
2021-05-05	2852	0.1%
2021-10-16	2850	0.1%
2021-09-17	2849	0.1%
Other values (86754)	1971427	98.6%

Value	Count	Frequency (%)
2021-01-28	110	0.2%
2021-04-27	110	0.2%
2021-08-04	110	0.2%
2021-04-29	107	0.2%
2021-09-17	104	0.2%
2021-06-30	102	0.2%
2021-04-20	102	0.2%
2021-02-02	102	0.2%
2021-08-17	101	0.2%
2021-08-23	101	0.2%
Other values (25697)	58951	98.3%

Most occurring characters

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102631	18.0%
0	98938	17.4%
1	87968	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26805	4.7%
5	24014	4.2%
4	23890	4.2%
8	14026	2.5%
Other values (3)	41728	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102631	18.0%
0	98938	17.4%
1	87968	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26805	4.7%
5	24014	4.2%
4	23890	4.2%
8	14026	2.5%
Other values (3)	41728	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102631	18.0%
0	98938	17.4%
1	87968	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26805	4.7%
5	24014	4.2%
4	23890	4.2%
8	14026	2.5%
Other values (3)	41728	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102631	18.0%
0	98938	17.4%
1	87968	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26805	4.7%
5	24014	4.2%
4	23890	4.2%
8	14026	2.5%
Other values (3)	41728	7.3%

avg_discount_used
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25001009	0.249945

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	10010	294
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.13
median	0.25	0.25
Q3	0.38	0.37
95-th percentile	0.47	0.47
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.24

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	0.1443825628	0.1436977683
Coefficient of variation (CV)	0.5775069431	0.574917555
Kurtosis	-1.19810725	-1.189045062
Mean	0.25001009	0.249945
Median Absolute Deviation (MAD)	0.12	0.12
Skewness	0.0002818589406	0.002082182261
Sum	250010.09	7498.35
Variance	0.02084632444	0.02064904861
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.39	20194	2.0%
0.15	20188	2.0%
0.08	20140	2.0%
0.21	20138	2.0%
0.34	20131	2.0%
0.47	20125	2.0%
0.05	20124	2.0%
0.16	20123	2.0%
0.46	20109	2.0%
0.32	20093	2.0%
Other values (41)	798635	79.9%

Value	Count	Frequency (%)
0.11	683	2.3%
0.21	668	2.2%
0.17	652	2.2%
0.34	644	2.1%
0.33	643	2.1%
0.31	638	2.1%
0.28	623	2.1%
0.41	623	2.1%
0.4	622	2.1%
0.43	619	2.1%
Other values (41)	23585	78.6%

Value	Count	Frequency (%)
0	10010	1.0%
0.01	19893	2.0%
0.02	19951	2.0%
0.03	19949	2.0%
0.04	20004	2.0%

Value	Count	Frequency (%)
0	294	1.0%
0.01	603	2.0%
0.02	607	2.0%
0.03	564	1.9%
0.04	570	1.9%

Value	Count	Frequency (%)
0	294	< 0.1%
0.01	603	0.1%
0.02	607	0.1%
0.03	564	0.1%
0.04	570	0.1%

Value	Count	Frequency (%)
0	10010	33.4%
0.01	19893	66.3%
0.02	19951	66.5%
0.03	19949	66.5%
0.04	20004	66.7%

preferred_store
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Location A	Location A
2nd row	Location C	Location B
3rd row	Location B	Location A
4th row	Location B	Location B
5th row	Location B	Location C

Value	Count	Frequency (%)
location	1000000	50.0%
b	250262	12.5%
d	250007	12.5%
a	249949	12.5%
c	249782	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
a	7555	12.6%
b	7550	12.6%
d	7484	12.5%
c	7411	12.4%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7555	2.5%
B	7550	2.5%
Other values (2)	14895	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7555	2.5%
B	7550	2.5%
Other values (2)	14895	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7555	2.5%
B	7550	2.5%
Other values (2)	14895	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7555	2.5%
B	7550	2.5%
Other values (2)	14895	5.0%

online_purchases
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.446018	49.47733333

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	99	99
Zeros	9997	299
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	4	4
Q1	24	25
median	49	49
Q3	74	74
95-th percentile	94	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	49

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.86143913	28.79320732
Coefficient of variation (CV)	0.5836959234	0.581947437
Kurtosis	-1.200754846	-1.193949208
Mean	49.446018	49.47733333
Median Absolute Deviation (MAD)	25	25
Skewness	0.00143421854	-0.00151205085
Sum	49446018	1484320
Variance	832.9826689	829.0487878
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	10324	1.0%
28	10269	1.0%
40	10198	1.0%
67	10151	1.0%
76	10150	1.0%
61	10150	1.0%
52	10140	1.0%
88	10134	1.0%
43	10133	1.0%
45	10132	1.0%
Other values (90)	898219	89.8%

Value	Count	Frequency (%)
33	337	1.1%
49	333	1.1%
51	331	1.1%
60	329	1.1%
6	329	1.1%
42	326	1.1%
28	326	1.1%
96	324	1.1%
38	324	1.1%
76	324	1.1%
Other values (90)	26717	89.1%

Value	Count	Frequency (%)
0	9997	1.0%
1	10023	1.0%
2	9792	1.0%
3	10091	1.0%
4	10324	1.0%

Value	Count	Frequency (%)
0	299	1.0%
1	301	1.0%
2	293	1.0%
3	322	1.1%
4	313	1.0%

Value	Count	Frequency (%)
0	299	< 0.1%
1	301	< 0.1%
2	293	< 0.1%
3	322	< 0.1%
4	313	< 0.1%

Value	Count	Frequency (%)
0	9997	33.3%
1	10023	33.4%
2	9792	32.6%
3	10091	33.6%
4	10324	34.4%

in_store_purchases
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.484486	49.26486667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	99	99
Zeros	10016	321
Zeros (%)	1.0%	1.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	5	5
Q1	24	24
median	49	49
Q3	75	74
95-th percentile	95	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	51	50

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.88271174	28.80988452
Coefficient of variation (CV)	0.5836720572	0.5847957473
Kurtosis	-1.20140369	-1.198586796
Mean	49.484486	49.26486667
Median Absolute Deviation (MAD)	25	25
Skewness	0.00159043567	0.01270653627
Sum	49484486	1477946
Variance	834.2110375	830.009446
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	10264	1.0%
30	10186	1.0%
86	10183	1.0%
10	10180	1.0%
14	10171	1.0%
7	10166	1.0%
13	10164	1.0%
50	10151	1.0%
67	10141	1.0%
91	10131	1.0%
Other values (90)	898263	89.8%

Value	Count	Frequency (%)
71	336	1.1%
26	334	1.1%
31	334	1.1%
63	332	1.1%
32	329	1.1%
89	327	1.1%
67	325	1.1%
16	323	1.1%
79	323	1.1%
28	322	1.1%
Other values (90)	26715	89.0%

Value	Count	Frequency (%)
0	10016	1.0%
1	9978	1.0%
2	9953	1.0%
3	9965	1.0%
4	9926	1.0%

Value	Count	Frequency (%)
0	321	1.1%
1	284	0.9%
2	283	0.9%
3	316	1.1%
4	287	1.0%

Value	Count	Frequency (%)
0	321	< 0.1%
1	284	< 0.1%
2	283	< 0.1%
3	316	< 0.1%
4	287	< 0.1%

Value	Count	Frequency (%)
0	10016	33.4%
1	9978	33.3%
2	9953	33.2%
3	9965	33.2%
4	9926	33.1%

avg_items_per_transaction
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	901	901
Distinct (%)	0.1%	3.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.50312187	5.484473333

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	1.45	1.43
Q1	3.26	3.23
median	5.5	5.49
Q3	7.75	7.73
95-th percentile	9.55	9.56
Maximum	10	10
Range	9	9
Interquartile range (IQR)	4.49	4.5

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.597661275	2.606511798
Coefficient of variation (CV)	0.4720341173	0.4752528893
Kurtosis	-1.199082145	-1.198518161
Mean	5.50312187	5.484473333
Median Absolute Deviation (MAD)	2.25	2.25
Skewness	-4.461054903 × 10^-5	0.003201275435
Sum	5503121.87	164534.2
Variance	6.747844097	6.793903753
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.49	1205	0.1%
5	1198	0.1%
3.94	1197	0.1%
6.41	1196	0.1%
2.82	1193	0.1%
8.41	1192	0.1%
9.69	1192	0.1%
4.29	1190	0.1%
4.35	1188	0.1%
6.14	1188	0.1%
Other values (891)	988061	98.8%

Value	Count	Frequency (%)
5.89	59	0.2%
5.11	50	0.2%
9.59	48	0.2%
6.8	48	0.2%
2.22	48	0.2%
5.34	47	0.2%
1.49	46	0.2%
5.21	46	0.2%
8.13	46	0.2%
5.58	46	0.2%
Other values (891)	29516	98.4%

Value	Count	Frequency (%)
1	514	0.1%
1.01	1135	0.1%
1.02	1105	0.1%
1.03	1122	0.1%
1.04	1067	0.1%

Value	Count	Frequency (%)
1	17	0.1%
1.01	26	0.1%
1.02	42	0.1%
1.03	36	0.1%
1.04	30	0.1%

Value	Count	Frequency (%)
1	17	< 0.1%
1.01	26	< 0.1%
1.02	42	< 0.1%
1.03	36	< 0.1%
1.04	30	< 0.1%

Value	Count	Frequency (%)
1	514	1.7%
1.01	1135	3.8%
1.02	1105	3.7%
1.03	1122	3.7%
1.04	1067	3.6%

avg_transaction_value
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	49001	22408
Distinct (%)	4.9%	74.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	255.1157678	254.3950917

	Full Dataset	Stratified Sample
Minimum	10	10
Maximum	500	499.99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10	10
5-th percentile	34.52	34.1295
Q1	132.51	132.5075
median	255.23	254.55
Q3	377.67	375.81
95-th percentile	475.36	475.502
Maximum	500	499.99
Range	490	489.99
Interquartile range (IQR)	245.16	243.3025

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	141.4300141	141.2426008
Coefficient of variation (CV)	0.5543758243	0.5552096146
Kurtosis	-1.200885422	-1.191863439
Mean	255.1157678	254.3950917
Median Absolute Deviation (MAD)	122.58	121.64
Skewness	-0.001148163222	0.004421617675
Sum	255115767.8	7631852.75
Variance	20002.44888	19949.47228
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
362.11	43	< 0.1%
157.68	43	< 0.1%
86.72	42	< 0.1%
303.99	41	< 0.1%
193.66	41	< 0.1%
112.64	40	< 0.1%
342.26	40	< 0.1%
454.72	39	< 0.1%
64.18	39	< 0.1%
280.55	39	< 0.1%
Other values (48991)	999593	> 99.9%

Value	Count	Frequency (%)
262.56	6	< 0.1%
275.93	5	< 0.1%
359.56	5	< 0.1%
149.46	5	< 0.1%
153.96	5	< 0.1%
245.13	5	< 0.1%
194.86	5	< 0.1%
416.22	5	< 0.1%
338.17	5	< 0.1%
413.57	5	< 0.1%
Other values (22398)	29949	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	< 0.1%
10.02	17	< 0.1%
10.03	28	< 0.1%
10.04	24	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.06	2	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.06	2	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	0.1%
10.02	17	0.1%
10.03	28	0.1%
10.04	24	0.1%

total_returned_items
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.498142	4.474033333

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	9	9
Zeros	100060	3026
Zeros (%)	10.0%	10.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	4
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.872805041	2.859463519
Coefficient of variation (CV)	0.6386648177	0.6391243216
Kurtosis	-1.225109848	-1.207499289
Mean	4.498142	4.474033333
Median Absolute Deviation (MAD)	3	2
Skewness	0.0007692254728	0.01226172092
Sum	4498142	134221
Variance	8.253008801	8.176531617
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100298	10.0%
7	100190	10.0%
3	100119	10.0%
0	100060	10.0%
6	100004	10.0%
2	99991	10.0%
9	99942	10.0%
8	99838	10.0%
4	99821	10.0%
5	99737	10.0%

Value	Count	Frequency (%)
3	3097	10.3%
5	3073	10.2%
4	3035	10.1%
0	3026	10.1%
6	3024	10.1%
2	2989	10.0%
1	2967	9.9%
9	2948	9.8%
7	2924	9.7%
8	2917	9.7%

Value	Count	Frequency (%)
0	100060	10.0%
1	100298	10.0%
2	99991	10.0%
3	100119	10.0%
4	99821	10.0%

Value	Count	Frequency (%)
0	3026	10.1%
1	2967	9.9%
2	2989	10.0%
3	3097	10.3%
4	3035	10.1%

Value	Count	Frequency (%)
0	3026	0.3%
1	2967	0.3%
2	2989	0.3%
3	3097	0.3%
4	3035	0.3%

Value	Count	Frequency (%)
0	100060	333.5%
1	100298	334.3%
2	99991	333.3%
3	100119	333.7%
4	99821	332.7%

total_returned_value
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	99999	25888
Distinct (%)	10.0%	86.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.3878374	501.0130153

	Full Dataset	Stratified Sample
Minimum	0	0.03
Maximum	1000	1000
Zeros	4	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0.03
5-th percentile	50	50.778
Q1	250.63	253.4025
median	500.4	498.185
Q3	750.39	751.7325
95-th percentile	950.22	949.7815
Maximum	1000	1000
Range	1000	999.97
Interquartile range (IQR)	499.76	498.33

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288.7174763	288.2634295
Coefficient of variation (CV)	0.5769873981	0.5753611597
Kurtosis	-1.199754459	-1.200630145
Mean	500.3878374	501.0130153
Median Absolute Deviation (MAD)	249.89	249.22
Skewness	-0.001264828821	0.003471319382
Sum	500387837.4	15030390.46
Variance	83357.78115	83095.8048
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160.66	28	< 0.1%
467.66	26	< 0.1%
188.3	26	< 0.1%
488.88	25	< 0.1%
544.94	25	< 0.1%
651.87	25	< 0.1%
981.42	25	< 0.1%
330.91	25	< 0.1%
676.05	25	< 0.1%
227.59	25	< 0.1%
Other values (99989)	999745	> 99.9%

Value	Count	Frequency (%)
260.36	6	< 0.1%
15.38	5	< 0.1%
108.29	5	< 0.1%
392.6	4	< 0.1%
282.57	4	< 0.1%
851.39	4	< 0.1%
815.1	4	< 0.1%
122.83	4	< 0.1%
251.53	4	< 0.1%
730.69	4	< 0.1%
Other values (25878)	29956	99.9%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.11	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.11	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

total_sales
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	629254	29561
Distinct (%)	62.9%	98.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5056.059765	5039.871729

	Full Dataset	Stratified Sample
Minimum	100.01	100.06
Maximum	9999.98	9999.78
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	100.01	100.06
5-th percentile	595.7095	585.243
Q1	2577.8675	2544.635
median	5059.695	5029.3
Q3	7534.8025	7536.7425
95-th percentile	9507.96	9496.1245
Maximum	9999.98	9999.78
Range	9899.97	9899.72
Interquartile range (IQR)	4956.935	4992.1075

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2859.100058	2862.248413
Coefficient of variation (CV)	0.5654798777	0.5679208851
Kurtosis	-1.201132214	-1.207616505
Mean	5056.059765	5039.871729
Median Absolute Deviation (MAD)	2478.365	2495.845
Skewness	-0.002792355347	0.001697316071
Sum	5056059765	151196151.9
Variance	8174453.14	8192465.978
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9263.29	8	< 0.1%
1070.51	8	< 0.1%
8973.11	8	< 0.1%
7882.97	8	< 0.1%
630.03	8	< 0.1%
8669.59	8	< 0.1%
8191.02	8	< 0.1%
2558.91	8	< 0.1%
5572.95	8	< 0.1%
8266.95	8	< 0.1%
Other values (629244)	999920	> 99.9%

Value	Count	Frequency (%)
9287.32	3	< 0.1%
5343.21	3	< 0.1%
8517.35	2	< 0.1%
6020.86	2	< 0.1%
5550.99	2	< 0.1%
3278.77	2	< 0.1%
3372.59	2	< 0.1%
7783.93	2	< 0.1%
569.43	2	< 0.1%
7306.93	2	< 0.1%
Other values (29551)	29978	99.9%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

Value	Count	Frequency (%)
100.06	1	< 0.1%
100.14	1	< 0.1%
100.38	1	< 0.1%
100.48	1	< 0.1%
101.81	1	< 0.1%

Value	Count	Frequency (%)
100.06	1	< 0.1%
100.14	1	< 0.1%
100.38	1	< 0.1%
100.48	1	< 0.1%
101.81	1	< 0.1%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

total_transactions
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	99	99
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.987386	49.79873333

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	99	99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	5	5
Q1	25	25
median	50	49
Q3	75	75
95-th percentile	95	95
Maximum	99	99
Range	98	98
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.57168895	28.65419796
Coefficient of variation (CV)	0.5715779766	0.5754001365
Kurtosis	-1.200697232	-1.206897219
Mean	49.987386	49.79873333
Median Absolute Deviation (MAD)	25	25
Skewness	6.496950968 × 10^-5	0.01136407827
Sum	49987386	1493962
Variance	816.3414092	821.0630605
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93	10385	1.0%
24	10328	1.0%
61	10316	1.0%
70	10306	1.0%
49	10290	1.0%
14	10280	1.0%
83	10278	1.0%
27	10251	1.0%
16	10247	1.0%
75	10245	1.0%
Other values (89)	897074	89.7%

Value	Count	Frequency (%)
34	342	1.1%
41	338	1.1%
62	329	1.1%
16	329	1.1%
36	329	1.1%
13	328	1.1%
11	327	1.1%
70	327	1.1%
83	325	1.1%
47	323	1.1%
Other values (89)	26703	89.0%

Value	Count	Frequency (%)
1	10053	1.0%
2	10174	1.0%
3	10113	1.0%
4	10133	1.0%
5	10140	1.0%

Value	Count	Frequency (%)
1	311	1.0%
2	302	1.0%
3	310	1.0%
4	289	1.0%
5	306	1.0%

Value	Count	Frequency (%)
1	311	< 0.1%
2	302	< 0.1%
3	310	< 0.1%
4	289	< 0.1%
5	306	< 0.1%

Value	Count	Frequency (%)
1	10053	33.5%
2	10174	33.9%
3	10113	33.7%
4	10133	33.8%
5	10140	33.8%

total_items_purchased
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	499	499
Distinct (%)	< 0.1%	1.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	250.042763	251.2563333

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	499	499
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	26	26
Q1	125	126
median	250	252
Q3	375	377
95-th percentile	475	475
Maximum	499	499
Range	498	498
Interquartile range (IQR)	250	251

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	143.9845462	144.3084035
Coefficient of variation (CV)	0.5758396862	0.5743473273
Kurtosis	-1.199364571	-1.201958267
Mean	250.042763	251.2563333
Median Absolute Deviation (MAD)	125	125
Skewness	-0.0005289537985	-0.008483461714
Sum	250042763	7537690
Variance	20731.54954	20824.91532
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
282	2156	0.2%
285	2146	0.2%
355	2132	0.2%
459	2099	0.2%
296	2098	0.2%
241	2096	0.2%
413	2090	0.2%
331	2088	0.2%
425	2087	0.2%
260	2086	0.2%
Other values (489)	978922	97.9%

Value	Count	Frequency (%)
199	84	0.3%
340	82	0.3%
263	80	0.3%
352	77	0.3%
457	76	0.3%
471	76	0.3%
225	76	0.3%
121	76	0.3%
29	76	0.3%
283	75	0.2%
Other values (489)	29222	97.4%

Value	Count	Frequency (%)
1	2005	0.2%
2	2077	0.2%
3	1999	0.2%
4	2019	0.2%
5	1988	0.2%

Value	Count	Frequency (%)
1	63	0.2%
2	69	0.2%
3	51	0.2%
4	65	0.2%
5	46	0.2%

Value	Count	Frequency (%)
1	63	< 0.1%
2	69	< 0.1%
3	51	< 0.1%
4	65	< 0.1%
5	46	< 0.1%

Value	Count	Frequency (%)
1	2005	6.7%
2	2077	6.9%
3	1999	6.7%
4	2019	6.7%
5	1988	6.6%

total_discounts_received
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	99995	25951
Distinct (%)	10.0%	86.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.6743882	499.1838027

	Full Dataset	Stratified Sample
Minimum	0	0.02
Maximum	1000	999.88
Zeros	6	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0.02
5-th percentile	50.16	49.6795
Q1	249.76	248.7875
median	499.51	498.065
Q3	749.54	751.8575
95-th percentile	949.66	951.02
Maximum	1000	999.88
Range	1000	999.86
Interquartile range (IQR)	499.78	503.07

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288.5791016	289.4257723
Coefficient of variation (CV)	0.5775343071	0.5797980039
Kurtosis	-1.200167414	-1.207019765
Mean	499.6743882	499.1838027
Median Absolute Deviation (MAD)	249.9	251.37
Skewness	0.0009745010535	0.001267690242
Sum	499674388.2	14975514.08
Variance	83277.89786	83767.2777
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.87	26	< 0.1%
811.21	26	< 0.1%
721.58	26	< 0.1%
418.88	25	< 0.1%
760.97	25	< 0.1%
406.5	24	< 0.1%
784.58	24	< 0.1%
595.87	24	< 0.1%
918	24	< 0.1%
34.86	24	< 0.1%
Other values (99985)	999752	> 99.9%

Value	Count	Frequency (%)
236.75	5	< 0.1%
236.37	5	< 0.1%
157.68	4	< 0.1%
240.47	4	< 0.1%
643.15	4	< 0.1%
28.71	4	< 0.1%
557.58	4	< 0.1%
44.76	4	< 0.1%
788.39	4	< 0.1%
234.73	4	< 0.1%
Other values (25941)	29958	99.9%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
0.02	1	< 0.1%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

avg_spent_per_category
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	98999	25850
Distinct (%)	9.9%	86.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.1754779	504.7207147

	Full Dataset	Stratified Sample
Minimum	10	10.02
Maximum	1000	1000
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10	10.02
5-th percentile	59.49	59.958
Q1	257.24	257.0825
median	505.14	501.885
Q3	753.06	753.1025
95-th percentile	950.7405	951.441
Maximum	1000	1000
Range	990	989.98
Interquartile range (IQR)	495.82	496.02

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	286.0591784	286.2765849
Coefficient of variation (CV)	0.566257055	0.5671980099
Kurtosis	-1.201963641	-1.201876857
Mean	505.1754779	504.7207147
Median Absolute Deviation (MAD)	247.91	247.985
Skewness	-0.0002454959133	0.008955884632
Sum	505175477.9	15141621.44
Variance	81829.85355	81954.28307
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202.69	27	< 0.1%
969.16	26	< 0.1%
582.24	26	< 0.1%
806.1	25	< 0.1%
330.74	25	< 0.1%
798.54	25	< 0.1%
299.29	25	< 0.1%
312.38	25	< 0.1%
825.53	24	< 0.1%
525.28	24	< 0.1%
Other values (98989)	999748	> 99.9%

Value	Count	Frequency (%)
174.08	5	< 0.1%
112.13	5	< 0.1%
966.69	4	< 0.1%
866.33	4	< 0.1%
65.43	4	< 0.1%
628.89	4	< 0.1%
35.16	4	< 0.1%
803.28	4	< 0.1%
99.97	4	< 0.1%
344.54	4	< 0.1%
Other values (25840)	29958	99.9%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

Value	Count	Frequency (%)
10.02	2	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.15	1	< 0.1%
10.32	1	< 0.1%

Value	Count	Frequency (%)
10.02	2	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.15	1	< 0.1%
10.32	1	< 0.1%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

max_single_purchase_value
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	99001	25798
Distinct (%)	9.9%	86.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.0014045	501.5595277

	Full Dataset	Stratified Sample
Minimum	10	10.04
Maximum	1000	999.99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10	10.04
5-th percentile	59.3	58.76
Q1	256.84	251.2725
median	505.22	499.845
Q3	753.21	750.16
95-th percentile	950.55	951.283
Maximum	1000	999.99
Range	990	989.95
Interquartile range (IQR)	496.37	498.8875

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	286.0733241	286.5305105
Coefficient of variation (CV)	0.5664802545	0.5712791698
Kurtosis	-1.202495075	-1.210325642
Mean	505.0014045	501.5595277
Median Absolute Deviation (MAD)	248.18	249.455
Skewness	-0.0008466890807	0.01889523734
Sum	505001404.5	15046785.83
Variance	81837.94677	82099.73347
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
575.57	28	< 0.1%
461.6	26	< 0.1%
874.29	25	< 0.1%
105.78	25	< 0.1%
354.85	25	< 0.1%
736.87	25	< 0.1%
439.72	25	< 0.1%
893.75	24	< 0.1%
179.32	24	< 0.1%
330.94	24	< 0.1%
Other values (98991)	999749	> 99.9%

Value	Count	Frequency (%)
261.06	5	< 0.1%
39.12	5	< 0.1%
769.44	4	< 0.1%
99.25	4	< 0.1%
879.12	4	< 0.1%
883.42	4	< 0.1%
507.84	4	< 0.1%
548.53	4	< 0.1%
570.99	4	< 0.1%
668	4	< 0.1%
Other values (25788)	29958	99.9%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	< 0.1%
10.03	5	< 0.1%
10.04	15	< 0.1%

Value	Count	Frequency (%)
10.04	1	< 0.1%
10.08	1	< 0.1%
10.09	2	< 0.1%
10.1	1	< 0.1%
10.11	1	< 0.1%

Value	Count	Frequency (%)
10.04	1	< 0.1%
10.08	1	< 0.1%
10.09	2	< 0.1%
10.1	1	< 0.1%
10.11	1	< 0.1%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	0.1%
10.03	5	< 0.1%
10.04	15	0.1%

min_single_purchase_value
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.04384896	5.048166667

	Full Dataset	Stratified Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0.1	0.1
5-th percentile	0.59	0.61
Q1	2.57	2.57
median	5.04	5.06
Q3	7.51	7.51
95-th percentile	9.5	9.47
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.94	4.94

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.855904644	2.845148112
Coefficient of variation (CV)	0.566215338	0.5636002732
Kurtosis	-1.198193882	-1.201234009
Mean	5.04384896	5.048166667
Median Absolute Deviation (MAD)	2.47	2.47
Skewness	0.002415403507	-0.00852735842
Sum	5043848.96	151445
Variance	8.156191335	8.094867781
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.66	1123	0.1%
0.29	1112	0.1%
3.05	1110	0.1%
1.67	1101	0.1%
4.67	1092	0.1%
6.93	1092	0.1%
6.14	1091	0.1%
5.19	1091	0.1%
5.31	1086	0.1%
5.02	1086	0.1%
Other values (981)	989016	98.9%

Value	Count	Frequency (%)
0.19	48	0.2%
1.31	44	0.1%
2.78	44	0.1%
8.09	44	0.1%
5.02	43	0.1%
0.97	43	0.1%
2.2	43	0.1%
1.06	43	0.1%
6.16	43	0.1%
5.81	43	0.1%
Other values (981)	29562	98.5%

Value	Count	Frequency (%)
0.1	491	< 0.1%
0.11	1041	0.1%
0.12	1011	0.1%
0.13	1044	0.1%
0.14	1013	0.1%

Value	Count	Frequency (%)
0.1	15	0.1%
0.11	31	0.1%
0.12	25	0.1%
0.13	38	0.1%
0.14	18	0.1%

Value	Count	Frequency (%)
0.1	15	< 0.1%
0.11	31	< 0.1%
0.12	25	< 0.1%
0.13	38	< 0.1%
0.14	18	< 0.1%

Value	Count	Frequency (%)
0.1	491	1.6%
0.11	1041	3.5%
0.12	1011	3.4%
0.13	1044	3.5%
0.14	1013	3.4%

product_name
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	9	9
Median length	9	9
Mean length	9	9
Min length	9	9

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	9000000	270000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Product D	Product D
2nd row	Product C	Product B
3rd row	Product B	Product A
4th row	Product A	Product B
5th row	Product C	Product C

Value	Count	Frequency (%)
product	1000000	50.0%
b	250375	12.5%
c	249957	12.5%
a	249928	12.5%
d	249740	12.5%

Value	Count	Frequency (%)
product	30000	50.0%
b	7575	12.6%
d	7556	12.6%
c	7441	12.4%
a	7428	12.4%

Most occurring characters

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7575	2.8%
D	7556	2.8%
Other values (2)	14869	5.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7575	2.8%
D	7556	2.8%
Other values (2)	14869	5.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7575	2.8%
D	7556	2.8%
Other values (2)	14869	5.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
B	7575	2.8%
D	7556	2.8%
Other values (2)	14869	5.5%

product_brand
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	7000000	210000
Distinct characters	9	9
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Brand Y	Brand Z
2nd row	Brand X	Brand Z
3rd row	Brand X	Brand X
4th row	Brand Z	Brand Y
5th row	Brand X	Brand X

Value	Count	Frequency (%)
brand	1000000	50.0%
y	333775	16.7%
z	333608	16.7%
x	332617	16.6%

Value	Count	Frequency (%)
brand	30000	50.0%
z	10045	16.7%
y	10035	16.7%
x	9920	16.5%

Most occurring characters

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Z	10045	4.8%
Y	10035	4.8%
X	9920	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Z	10045	4.8%
Y	10035	4.8%
X	9920	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Z	10045	4.8%
Y	10035	4.8%
X	9920	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Z	10045	4.8%
Y	10035	4.8%
X	9920	4.7%

product_rating
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	41	41
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.9990096	3.000136667

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	5	5
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	1.2	1.2
Q1	2	2
median	3	3
Q3	4	4
95-th percentile	4.8	4.8
Maximum	5	5
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	1.154800603	1.159605021
Coefficient of variation (CV)	0.3850606557	0.3865173989
Kurtosis	-1.196293362	-1.202777711
Mean	2.9990096	3.000136667
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0005343871929	-0.005588273582
Sum	2999009.6	90004.1
Variance	1.333564433	1.344683804
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
2.9	25242	2.5%
3.4	25229	2.5%
2.6	25229	2.5%
1.3	25194	2.5%
3	25181	2.5%
4.7	25166	2.5%
4.3	25159	2.5%
4.1	25146	2.5%
1.6	25141	2.5%
4	25134	2.5%
Other values (31)	748179	74.8%

Value	Count	Frequency (%)
4.6	811	2.7%
2	796	2.7%
1.4	783	2.6%
4.4	780	2.6%
3.4	780	2.6%
1.6	770	2.6%
3.3	768	2.6%
3.8	768	2.6%
4.2	767	2.6%
2.6	765	2.5%
Other values (31)	22212	74.0%

Value	Count	Frequency (%)
1	12653	1.3%
1.1	24871	2.5%
1.2	25095	2.5%
1.3	25194	2.5%
1.4	24848	2.5%

Value	Count	Frequency (%)
1	404	1.3%
1.1	760	2.5%
1.2	749	2.5%
1.3	755	2.5%
1.4	783	2.6%

Value	Count	Frequency (%)
1	404	< 0.1%
1.1	760	0.1%
1.2	749	0.1%
1.3	755	0.1%
1.4	783	0.1%

Value	Count	Frequency (%)
1	12653	42.2%
1.1	24871	82.9%
1.2	25095	83.7%
1.3	25194	84.0%
1.4	24848	82.8%

product_review_count
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	1000	1000
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.235198	500.4784667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	999	999
Zeros	987	40
Zeros (%)	0.1%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	50	48.95
Q1	250	250
median	499	502
Q3	749	753
95-th percentile	949	951
Maximum	999	999
Range	999	999
Interquartile range (IQR)	499	503

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288.4461496	289.9158218
Coefficient of variation (CV)	0.5777760678	0.5792773138
Kurtosis	-1.19905271	-1.209343923
Mean	499.235198	500.4784667
Median Absolute Deviation (MAD)	250	251
Skewness	0.001190014496	-0.005998671865
Sum	499235198	15014354
Variance	83201.18122	84051.18371
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
974	1095	0.1%
56	1089	0.1%
769	1089	0.1%
725	1088	0.1%
683	1085	0.1%
229	1082	0.1%
501	1079	0.1%
937	1074	0.1%
384	1073	0.1%
497	1072	0.1%
Other values (990)	989174	98.9%

Value	Count	Frequency (%)
907	51	0.2%
704	47	0.2%
90	47	0.2%
627	46	0.2%
884	44	0.1%
785	44	0.1%
818	44	0.1%
328	43	0.1%
769	43	0.1%
20	43	0.1%
Other values (990)	29548	98.5%

Value	Count	Frequency (%)
0	987	0.1%
1	999	0.1%
2	1006	0.1%
3	1006	0.1%
4	1027	0.1%

Value	Count	Frequency (%)
0	40	0.1%
1	33	0.1%
2	31	0.1%
3	23	0.1%
4	38	0.1%

Value	Count	Frequency (%)
0	40	< 0.1%
1	33	< 0.1%
2	31	< 0.1%
3	23	< 0.1%
4	38	< 0.1%

Value	Count	Frequency (%)
0	987	3.3%
1	999	3.3%
2	1006	3.4%
3	1006	3.4%
4	1027	3.4%

product_stock
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.515129	49.56016667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	99	99
Zeros	10174	317
Zeros (%)	1.0%	1.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	5	4
Q1	25	24
median	49	50
Q3	75	75
95-th percentile	95	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	51

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.87664529	28.97239192
Coefficient of variation (CV)	0.5831883279	0.5845902842
Kurtosis	-1.200520476	-1.214128381
Mean	49.515129	49.56016667
Median Absolute Deviation (MAD)	25	25
Skewness	0.0006383736941	-0.00846355267
Sum	49515129	1486805
Variance	833.860643	839.3994933
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	10261	1.0%
70	10245	1.0%
60	10187	1.0%
23	10175	1.0%
0	10174	1.0%
54	10171	1.0%
44	10148	1.0%
96	10147	1.0%
32	10138	1.0%
77	10136	1.0%
Other values (90)	898218	89.8%

Value	Count	Frequency (%)
35	340	1.1%
18	330	1.1%
5	330	1.1%
82	328	1.1%
70	327	1.1%
50	326	1.1%
33	325	1.1%
66	324	1.1%
71	324	1.1%
3	323	1.1%
Other values (90)	26723	89.1%

Value	Count	Frequency (%)
0	10174	1.0%
1	9857	1.0%
2	9895	1.0%
3	10030	1.0%
4	9924	1.0%

Value	Count	Frequency (%)
0	317	1.1%
1	272	0.9%
2	299	1.0%
3	323	1.1%
4	313	1.0%

Value	Count	Frequency (%)
0	317	< 0.1%
1	272	< 0.1%
2	299	< 0.1%
3	323	< 0.1%
4	313	< 0.1%

Value	Count	Frequency (%)
0	10174	33.9%
1	9857	32.9%
2	9895	33.0%
3	10030	33.4%
4	9924	33.1%

product_return_rate
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25013741	0.2500103333

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9960	299
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.12
median	0.25	0.25
Q3	0.38	0.38
95-th percentile	0.48	0.48
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.26

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	0.1444084896	0.144895237
Coefficient of variation (CV)	0.5773166421	0.5795569931
Kurtosis	-1.197824771	-1.200929524
Mean	0.25013741	0.2500103333
Median Absolute Deviation (MAD)	0.13	0.13
Skewness	-0.0005165569762	-0.006130410715
Sum	250137.41	7500.31
Variance	0.02085381187	0.02099462971
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.43	20287	2.0%
0.38	20282	2.0%
0.03	20242	2.0%
0.46	20215	2.0%
0.4	20209	2.0%
0.14	20164	2.0%
0.45	20148	2.0%
0.16	20140	2.0%
0.06	20135	2.0%
0.29	20118	2.0%
Other values (41)	798060	79.8%

Value	Count	Frequency (%)
0.23	661	2.2%
0.28	654	2.2%
0.01	649	2.2%
0.08	639	2.1%
0.44	635	2.1%
0.33	633	2.1%
0.21	628	2.1%
0.42	626	2.1%
0.41	625	2.1%
0.03	620	2.1%
Other values (41)	23630	78.8%

Value	Count	Frequency (%)
0	9960	1.0%
0.01	19921	2.0%
0.02	19994	2.0%
0.03	20242	2.0%
0.04	19825	2.0%

Value	Count	Frequency (%)
0	299	1.0%
0.01	649	2.2%
0.02	618	2.1%
0.03	620	2.1%
0.04	594	2.0%

Value	Count	Frequency (%)
0	299	< 0.1%
0.01	649	0.1%
0.02	618	0.1%
0.03	620	0.1%
0.04	594	0.1%

Value	Count	Frequency (%)
0	9960	33.2%
0.01	19921	66.4%
0.02	19994	66.6%
0.03	20242	67.5%
0.04	19825	66.1%

product_size
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	5	5
Mean length	5.333501	5.328933333
Min length	5	5

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	5333501	159868
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Small	Medium
2nd row	Medium	Small
3rd row	Medium	Small
4th row	Large	Large
5th row	Small	Small

Value	Count	Frequency (%)
large	333964	33.4%
medium	333501	33.4%
small	332535	33.3%

Value	Count	Frequency (%)
large	10120	33.7%
small	10012	33.4%
medium	9868	32.9%

Most occurring characters

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20132	12.6%
l	20024	12.5%
e	19988	12.5%
m	19880	12.4%
g	10120	6.3%
r	10120	6.3%
L	10120	6.3%
S	10012	6.3%
M	9868	6.2%
d	9868	6.2%
Other values (2)	19736	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159868	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20132	12.6%
l	20024	12.5%
e	19988	12.5%
m	19880	12.4%
g	10120	6.3%
r	10120	6.3%
L	10120	6.3%
S	10012	6.3%
M	9868	6.2%
d	9868	6.2%
Other values (2)	19736	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159868	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20132	12.6%
l	20024	12.5%
e	19988	12.5%
m	19880	12.4%
g	10120	6.3%
r	10120	6.3%
L	10120	6.3%
S	10012	6.3%
M	9868	6.2%
d	9868	6.2%
Other values (2)	19736	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159868	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20132	12.6%
l	20024	12.5%
e	19988	12.5%
m	19880	12.4%
g	10120	6.3%
r	10120	6.3%
L	10120	6.3%
S	10012	6.3%
M	9868	6.2%
d	9868	6.2%
Other values (2)	19736	12.3%

product_weight
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.05437238	5.073211

	Full Dataset	Stratified Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0.1	0.1
5-th percentile	0.6	0.61
Q1	2.58	2.6
median	5.06	5.09
Q3	7.53	7.56
95-th percentile	9.5	9.49
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.95	4.96

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	2.857848487	2.855194911
Coefficient of variation (CV)	0.56542104	0.5627983757
Kurtosis	-1.200012392	-1.203524603
Mean	5.05437238	5.073211
Median Absolute Deviation (MAD)	2.47	2.48
Skewness	-0.001975515497	-0.01206535638
Sum	5054372.38	152196.33
Variance	8.167297977	8.152137977
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.51	1094	0.1%
7.79	1092	0.1%
3.96	1089	0.1%
3.55	1089	0.1%
1.61	1088	0.1%
5.24	1088	0.1%
1.74	1087	0.1%
4.66	1085	0.1%
3.04	1082	0.1%
1.22	1081	0.1%
Other values (981)	989125	98.9%

Value	Count	Frequency (%)
4.7	51	0.2%
9.34	48	0.2%
8.52	47	0.2%
2.3	46	0.2%
7.86	46	0.2%
7.57	46	0.2%
9.31	46	0.2%
3.34	45	0.1%
6.89	45	0.1%
1.61	44	0.1%
Other values (981)	29536	98.5%

Value	Count	Frequency (%)
0.1	506	0.1%
0.11	1031	0.1%
0.12	996	0.1%
0.13	1001	0.1%
0.14	1007	0.1%

Value	Count	Frequency (%)
0.1	11	< 0.1%
0.11	33	0.1%
0.12	38	0.1%
0.13	37	0.1%
0.14	28	0.1%

Value	Count	Frequency (%)
0.1	11	< 0.1%
0.11	33	< 0.1%
0.12	38	< 0.1%
0.13	37	< 0.1%
0.14	28	< 0.1%

Value	Count	Frequency (%)
0.1	506	1.7%
0.11	1031	3.4%
0.12	996	3.3%
0.13	1001	3.3%
0.14	1007	3.4%

product_color
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	5	5
Median length	5	5
Mean length	4.399397	4.3939
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	4399397	131817
Distinct characters	16	16
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Red	Green
2nd row	Blue	Red
3rd row	Green	White
4th row	Blue	Blue
5th row	Red	Green

Value	Count	Frequency (%)
blue	200671	20.1%
green	200202	20.0%
red	199966	20.0%
black	199704	20.0%
white	199457	19.9%

Value	Count	Frequency (%)
red	6070	20.2%
blue	6043	20.1%
black	6007	20.0%
green	5974	19.9%
white	5906	19.7%

Most occurring characters

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29967	22.7%
B	12050	9.1%
l	12050	9.1%
R	6070	4.6%
d	6070	4.6%
u	6043	4.6%
a	6007	4.6%
c	6007	4.6%
k	6007	4.6%
G	5974	4.5%
Other values (6)	35572	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131817	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29967	22.7%
B	12050	9.1%
l	12050	9.1%
R	6070	4.6%
d	6070	4.6%
u	6043	4.6%
a	6007	4.6%
c	6007	4.6%
k	6007	4.6%
G	5974	4.5%
Other values (6)	35572	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131817	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29967	22.7%
B	12050	9.1%
l	12050	9.1%
R	6070	4.6%
d	6070	4.6%
u	6043	4.6%
a	6007	4.6%
c	6007	4.6%
k	6007	4.6%
G	5974	4.5%
Other values (6)	35572	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	131817	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	29967	22.7%
B	12050	9.1%
l	12050	9.1%
R	6070	4.6%
d	6070	4.6%
u	6043	4.6%
a	6007	4.6%
c	6007	4.6%
k	6007	4.6%
G	5974	4.5%
Other values (6)	35572	27.0%

product_material
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	7	7
Median length	5	5
Mean length	5.25087	5.262533333
Min length	4	4

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	5250870	157876
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Metal	Wood
2nd row	Metal	Wood
3rd row	Plastic	Plastic
4th row	Wood	Glass
5th row	Metal	Plastic

Value	Count	Frequency (%)
plastic	250483	25.0%
wood	250096	25.0%
metal	249896	25.0%
glass	249525	25.0%

Value	Count	Frequency (%)
plastic	7669	25.6%
glass	7513	25.0%
wood	7462	24.9%
metal	7356	24.5%

Most occurring characters

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22695	14.4%
a	22538	14.3%
l	22538	14.3%
t	15025	9.5%
o	14924	9.5%
P	7669	4.9%
i	7669	4.9%
c	7669	4.9%
G	7513	4.8%
W	7462	4.7%
Other values (3)	22174	14.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157876	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22695	14.4%
a	22538	14.3%
l	22538	14.3%
t	15025	9.5%
o	14924	9.5%
P	7669	4.9%
i	7669	4.9%
c	7669	4.9%
G	7513	4.8%
W	7462	4.7%
Other values (3)	22174	14.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157876	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22695	14.4%
a	22538	14.3%
l	22538	14.3%
t	15025	9.5%
o	14924	9.5%
P	7669	4.9%
i	7669	4.9%
c	7669	4.9%
G	7513	4.8%
W	7462	4.7%
Other values (3)	22174	14.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157876	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22695	14.4%
a	22538	14.3%
l	22538	14.3%
t	15025	9.5%
o	14924	9.5%
P	7669	4.9%
i	7669	4.9%
c	7669	4.9%
G	7513	4.8%
W	7462	4.7%
Other values (3)	22174	14.0%

product_manufacture_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	992037	29992
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	984126	29984 ?
Unique (%)	98.4%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2019-08-04 01:47:01	2019-03-16 10:53:28
2nd row	2019-10-23 19:59:17	2018-09-16 06:18:11
3rd row	2018-05-12 08:00:29	2018-12-23 10:31:52
4th row	2019-11-15 16:17:29	2019-10-23 08:43:30
5th row	2019-08-27 02:58:19	2019-01-02 12:03:08

Value	Count	Frequency (%)
2018-04-10	1514	0.1%
2019-03-19	1490	0.1%
2018-02-26	1471	0.1%
2018-06-18	1467	0.1%
2018-09-24	1462	0.1%
2019-01-25	1457	0.1%
2019-01-30	1456	0.1%
2018-04-28	1454	0.1%
2019-07-04	1453	0.1%
2019-01-09	1453	0.1%
Other values (87119)	1985323	99.3%

Value	Count	Frequency (%)
2019-09-18	61	0.1%
2018-02-06	59	0.1%
2018-12-13	59	0.1%
2019-02-03	58	0.1%
2019-01-20	55	0.1%
2019-02-14	55	0.1%
2018-10-01	55	0.1%
2018-04-10	54	0.1%
2019-02-01	54	0.1%
2019-12-28	54	0.1%
Other values (25987)	59436	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	99034	17.4%
1	88344	15.5%
2	72210	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	29035	5.1%
9	28774	5.0%
3	27023	4.7%
4	24155	4.2%
Other values (3)	51425	9.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	99034	17.4%
1	88344	15.5%
2	72210	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	29035	5.1%
9	28774	5.0%
3	27023	4.7%
4	24155	4.2%
Other values (3)	51425	9.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	99034	17.4%
1	88344	15.5%
2	72210	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	29035	5.1%
9	28774	5.0%
3	27023	4.7%
4	24155	4.2%
Other values (3)	51425	9.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	99034	17.4%
1	88344	15.5%
2	72210	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
8	29035	5.1%
9	28774	5.0%
3	27023	4.7%
4	24155	4.2%
Other values (3)	51425	9.0%

product_expiry_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	992042	29990
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	984121	29980 ?
Unique (%)	98.4%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2022-05-28 14:54:02	2022-01-03 18:34:16
2nd row	2022-12-19 08:04:41	2023-12-15 07:55:54
3rd row	2023-02-01 12:15:07	2023-01-10 02:39:45
4th row	2023-02-05 11:46:57	2022-08-09 14:28:49
5th row	2023-10-05 08:13:07	2022-11-19 06:40:08

Value	Count	Frequency (%)
2022-12-22	1476	0.1%
2022-06-08	1475	0.1%
2022-01-28	1473	0.1%
2023-03-13	1472	0.1%
2022-10-06	1468	0.1%
2022-06-27	1468	0.1%
2023-07-08	1457	0.1%
2023-07-23	1457	0.1%
2023-01-11	1452	0.1%
2022-04-17	1450	0.1%
Other values (87119)	1985352	99.3%

Value	Count	Frequency (%)
2022-04-24	68	0.1%
2023-11-08	64	0.1%
2023-10-01	63	0.1%
2022-07-14	61	0.1%
2022-05-05	57	0.1%
2023-06-01	57	0.1%
2022-08-22	56	0.1%
2022-05-27	56	0.1%
2023-12-09	56	0.1%
2023-04-30	56	0.1%
Other values (26089)	59406	99.0%

Most occurring characters

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117113	20.5%
0	98988	17.4%
-	60000	10.5%
:	60000	10.5%
1	58442	10.3%
3	41845	7.3%
	30000	5.3%
5	24111	4.2%
4	23724	4.2%
6	14101	2.5%
Other values (3)	41676	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117113	20.5%
0	98988	17.4%
-	60000	10.5%
:	60000	10.5%
1	58442	10.3%
3	41845	7.3%
	30000	5.3%
5	24111	4.2%
4	23724	4.2%
6	14101	2.5%
Other values (3)	41676	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117113	20.5%
0	98988	17.4%
-	60000	10.5%
:	60000	10.5%
1	58442	10.3%
3	41845	7.3%
	30000	5.3%
5	24111	4.2%
4	23724	4.2%
6	14101	2.5%
Other values (3)	41676	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117113	20.5%
0	98988	17.4%
-	60000	10.5%
:	60000	10.5%
1	58442	10.3%
3	41845	7.3%
	30000	5.3%
5	24111	4.2%
4	23724	4.2%
6	14101	2.5%
Other values (3)	41676	7.3%

product_shelf_life
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	181.876207	181.6765667

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	364	364
Zeros	2713	93
Zeros (%)	0.3%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	18	18
Q1	91	91
median	182	182
Q3	273	273
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	182

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	105.2288552	105.2236841
Coefficient of variation (CV)	0.5785740585	0.5791813772
Kurtosis	-1.198082782	-1.198336941
Mean	181.876207	181.6765667
Median Absolute Deviation (MAD)	91	91
Skewness	0.0006229204449	3.395146203 × 10^-6
Sum	181876207	5450297
Variance	11073.11197	11072.02369
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
87	2893	0.3%
272	2874	0.3%
70	2870	0.3%
250	2870	0.3%
210	2862	0.3%
224	2859	0.3%
238	2857	0.3%
33	2848	0.3%
297	2847	0.3%
171	2845	0.3%
Other values (355)	971375	97.1%

Value	Count	Frequency (%)
95	111	0.4%
196	102	0.3%
282	100	0.3%
142	100	0.3%
263	100	0.3%
304	100	0.3%
169	99	0.3%
284	99	0.3%
74	98	0.3%
92	98	0.3%
Other values (355)	28993	96.6%

Value	Count	Frequency (%)
0	2713	0.3%
1	2788	0.3%
2	2776	0.3%
3	2725	0.3%
4	2788	0.3%

Value	Count	Frequency (%)
0	93	0.3%
1	88	0.3%
2	88	0.3%
3	80	0.3%
4	89	0.3%

Value	Count	Frequency (%)
0	93	< 0.1%
1	88	< 0.1%
2	88	< 0.1%
3	80	< 0.1%
4	89	< 0.1%

Value	Count	Frequency (%)
0	2713	9.0%
1	2788	9.3%
2	2776	9.3%
3	2725	9.1%
4	2788	9.3%

promotion_id
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	999	999
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.920037	500.8484333

	Full Dataset	Stratified Sample
Minimum	1	1
Maximum	999	999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	1	1
5-th percentile	50	50
Q1	250	253
median	500	503.5
Q3	750	748
95-th percentile	949	949
Maximum	999	999
Range	998	998
Interquartile range (IQR)	500	495

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	288.4530565	287.71409
Coefficient of variation (CV)	0.57699839	0.5744534091
Kurtosis	-1.200677574	-1.19046795
Mean	499.920037	500.8484333
Median Absolute Deviation (MAD)	250	247.5
Skewness	-0.0008935044332	-0.004262817372
Sum	499920037	15025453
Variance	83205.16579	82779.39757
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	1092	0.1%
94	1082	0.1%
374	1079	0.1%
117	1077	0.1%
29	1075	0.1%
603	1075	0.1%
512	1073	0.1%
949	1073	0.1%
885	1073	0.1%
51	1070	0.1%
Other values (989)	989231	98.9%

Value	Count	Frequency (%)
611	50	0.2%
305	47	0.2%
339	46	0.2%
949	45	0.1%
419	45	0.1%
240	45	0.1%
11	44	0.1%
525	44	0.1%
211	44	0.1%
203	44	0.1%
Other values (989)	29546	98.5%

Value	Count	Frequency (%)
1	1033	0.1%
2	995	0.1%
3	1036	0.1%
4	1024	0.1%
5	992	0.1%

Value	Count	Frequency (%)
1	34	0.1%
2	31	0.1%
3	44	0.1%
4	34	0.1%
5	17	0.1%

Value	Count	Frequency (%)
1	34	< 0.1%
2	31	< 0.1%
3	44	< 0.1%
4	34	< 0.1%
5	17	< 0.1%

Value	Count	Frequency (%)
1	1033	3.4%
2	995	3.3%
3	1036	3.5%
4	1024	3.4%
5	992	3.3%

promotion_type
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	20	20
Median length	10	10
Mean length	12.334064	12.35276667
Min length	7	7

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	12334064	370583
Distinct characters	20	20
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	20% Off	Buy One Get One Free
2nd row	Flash Sale	20% Off
3rd row	Flash Sale	20% Off
4th row	Buy One Get One Free	Flash Sale
5th row	Flash Sale	20% Off

Value	Count	Frequency (%)
one	667040	22.2%
20	333712	11.1%
off	333712	11.1%
buy	333520	11.1%
get	333520	11.1%
free	333520	11.1%
flash	332768	11.1%
sale	332768	11.1%

Value	Count	Frequency (%)
one	20110	22.3%
buy	10055	11.2%
get	10055	11.2%
free	10055	11.2%
20	9989	11.1%
off	9989	11.1%
flash	9956	11.0%
sale	9956	11.0%

Most occurring characters

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60231	16.3%
	60165	16.2%
O	30099	8.1%
n	20110	5.4%
F	20011	5.4%
f	19978	5.4%
a	19912	5.4%
l	19912	5.4%
y	10055	2.7%
u	10055	2.7%
Other values (10)	100055	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370583	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60231	16.3%
	60165	16.2%
O	30099	8.1%
n	20110	5.4%
F	20011	5.4%
f	19978	5.4%
a	19912	5.4%
l	19912	5.4%
y	10055	2.7%
u	10055	2.7%
Other values (10)	100055	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370583	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60231	16.3%
	60165	16.2%
O	30099	8.1%
n	20110	5.4%
F	20011	5.4%
f	19978	5.4%
a	19912	5.4%
l	19912	5.4%
y	10055	2.7%
u	10055	2.7%
Other values (10)	100055	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370583	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60231	16.3%
	60165	16.2%
O	30099	8.1%
n	20110	5.4%
F	20011	5.4%
f	19978	5.4%
a	19912	5.4%
l	19912	5.4%
y	10055	2.7%
u	10055	2.7%
Other values (10)	100055	27.0%

promotion_start_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	984258	29981
Distinct (%)	98.4%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	968681	29962 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2021-07-14 14:28:42	2021-10-25 19:14:52
2nd row	2021-09-23 04:26:09	2021-04-19 09:43:32
3rd row	2021-06-13 12:31:15	2021-09-11 21:37:21
4th row	2021-05-23 05:42:48	2021-10-20 06:59:40
5th row	2021-04-19 04:55:32	2021-11-29 22:29:55

Value	Count	Frequency (%)
2021-03-05	2885	0.1%
2021-02-07	2874	0.1%
2021-06-23	2871	0.1%
2021-05-15	2867	0.1%
2021-08-27	2863	0.1%
2021-11-04	2862	0.1%
2021-03-25	2858	0.1%
2021-09-06	2854	0.1%
2021-12-21	2851	0.1%
2021-08-06	2850	0.1%
Other values (86754)	1971365	98.6%

Value	Count	Frequency (%)
2021-09-19	116	0.2%
2021-12-10	111	0.2%
2021-12-01	107	0.2%
2021-04-13	106	0.2%
2021-05-20	106	0.2%
2021-08-27	104	0.2%
2021-06-26	103	0.2%
2021-10-22	102	0.2%
2021-06-27	101	0.2%
2021-08-15	101	0.2%
Other values (25739)	58943	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102720	18.0%
0	99050	17.4%
1	87808	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	27059	4.7%
5	23833	4.2%
4	23806	4.2%
8	14029	2.5%
Other values (3)	41695	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102720	18.0%
0	99050	17.4%
1	87808	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	27059	4.7%
5	23833	4.2%
4	23806	4.2%
8	14029	2.5%
Other values (3)	41695	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102720	18.0%
0	99050	17.4%
1	87808	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	27059	4.7%
5	23833	4.2%
4	23806	4.2%
8	14029	2.5%
Other values (3)	41695	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102720	18.0%
0	99050	17.4%
1	87808	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	27059	4.7%
5	23833	4.2%
4	23806	4.2%
8	14029	2.5%
Other values (3)	41695	7.3%

promotion_end_date
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	984252	29988
Distinct (%)	98.4%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	968676	29976 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Stratified Sample
1st row	2022-12-30 13:04:13	2022-09-18 10:14:41
2nd row	2022-09-13 03:16:26	2022-02-20 19:03:50
3rd row	2022-03-13 00:53:35	2022-06-30 21:32:34
4th row	2022-02-06 00:42:30	2022-05-11 20:34:34
5th row	2022-12-04 13:07:09	2022-02-13 01:03:21

Value	Count	Frequency (%)
2022-08-06	2905	0.1%
2022-03-08	2896	0.1%
2022-09-28	2874	0.1%
2022-02-22	2873	0.1%
2022-09-16	2872	0.1%
2022-06-10	2865	0.1%
2022-07-13	2858	0.1%
2022-12-15	2854	0.1%
2022-12-31	2847	0.1%
2022-08-25	2842	0.1%
Other values (86755)	1971314	98.6%

Value	Count	Frequency (%)
2022-01-15	111	0.2%
2022-09-29	109	0.2%
2022-07-18	109	0.2%
2022-07-15	104	0.2%
2022-05-04	103	0.2%
2022-09-18	102	0.2%
2022-10-04	102	0.2%
2022-03-30	100	0.2%
2022-02-04	100	0.2%
2022-03-17	99	0.2%
Other values (25838)	58961	98.3%

Most occurring characters

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132124	23.2%
0	99096	17.4%
-	60000	10.5%
:	60000	10.5%
1	58434	10.3%
	30000	5.3%
3	26803	4.7%
5	24161	4.2%
4	23859	4.2%
8	14080	2.5%
Other values (3)	41443	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132124	23.2%
0	99096	17.4%
-	60000	10.5%
:	60000	10.5%
1	58434	10.3%
	30000	5.3%
3	26803	4.7%
5	24161	4.2%
4	23859	4.2%
8	14080	2.5%
Other values (3)	41443	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132124	23.2%
0	99096	17.4%
-	60000	10.5%
:	60000	10.5%
1	58434	10.3%
	30000	5.3%
3	26803	4.7%
5	24161	4.2%
4	23859	4.2%
8	14080	2.5%
Other values (3)	41443	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132124	23.2%
0	99096	17.4%
-	60000	10.5%
:	60000	10.5%
1	58434	10.3%
	30000	5.3%
3	26803	4.7%
5	24161	4.2%
4	23859	4.2%
8	14080	2.5%
Other values (3)	41443	7.3%

promotion_effectiveness
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	4	4
Mean length	4.333407	4.338333333
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	4333407	130150
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	High	High
2nd row	Low	High
3rd row	Low	High
4th row	High	High
5th row	Medium	Medium

Value	Count	Frequency (%)
high	333660	33.4%
medium	333249	33.3%
low	333091	33.3%

Value	Count	Frequency (%)
high	10171	33.9%
medium	9993	33.3%
low	9836	32.8%

Most occurring characters

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20164	15.5%
H	10171	7.8%
g	10171	7.8%
h	10171	7.8%
M	9993	7.7%
e	9993	7.7%
d	9993	7.7%
u	9993	7.7%
m	9993	7.7%
L	9836	7.6%
Other values (2)	19672	15.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130150	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20164	15.5%
H	10171	7.8%
g	10171	7.8%
h	10171	7.8%
M	9993	7.7%
e	9993	7.7%
d	9993	7.7%
u	9993	7.7%
m	9993	7.7%
L	9836	7.6%
Other values (2)	19672	15.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130150	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20164	15.5%
H	10171	7.8%
g	10171	7.8%
h	10171	7.8%
M	9993	7.7%
e	9993	7.7%
d	9993	7.7%
u	9993	7.7%
m	9993	7.7%
L	9836	7.6%
Other values (2)	19672	15.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130150	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	20164	15.5%
H	10171	7.8%
g	10171	7.8%
h	10171	7.8%
M	9993	7.7%
e	9993	7.7%
d	9993	7.7%
u	9993	7.7%
m	9993	7.7%
L	9836	7.6%
Other values (2)	19672	15.1%

promotion_channel
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	12	12
Median length	8	8
Mean length	8.665428	8.667266667
Min length	6	6

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	8665428	260018
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Online	Social Media
2nd row	Social Media	Online
3rd row	Online	Social Media
4th row	Social Media	Social Media
5th row	Online	In-store

Value	Count	Frequency (%)
online	333694	25.0%
social	333204	25.0%
media	333204	25.0%
in-store	333102	25.0%

Value	Count	Frequency (%)
in-store	10060	25.2%
social	9983	25.0%
media	9983	25.0%
online	9957	24.9%

Most occurring characters

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
e	30000	11.5%
n	29974	11.5%
i	29923	11.5%
o	20043	7.7%
a	19966	7.7%
l	19940	7.7%
I	10060	3.9%
t	10060	3.9%
-	10060	3.9%
s	10060	3.9%
Other values (7)	69932	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	260018	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
e	30000	11.5%
n	29974	11.5%
i	29923	11.5%
o	20043	7.7%
a	19966	7.7%
l	19940	7.7%
I	10060	3.9%
t	10060	3.9%
-	10060	3.9%
s	10060	3.9%
Other values (7)	69932	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	260018	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
e	30000	11.5%
n	29974	11.5%
i	29923	11.5%
o	20043	7.7%
a	19966	7.7%
l	19940	7.7%
I	10060	3.9%
t	10060	3.9%
-	10060	3.9%
s	10060	3.9%
Other values (7)	69932	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	260018	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
e	30000	11.5%
n	29974	11.5%
i	29923	11.5%
o	20043	7.7%
a	19966	7.7%
l	19940	7.7%
I	10060	3.9%
t	10060	3.9%
-	10060	3.9%
s	10060	3.9%
Other values (7)	69932	26.9%

promotion_target_audience
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	19	19
Median length	13	19
Mean length	15.999292	16.0068
Min length	13	13

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	15999292	480204
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	New Customers	Returning Customers
2nd row	New Customers	Returning Customers
3rd row	New Customers	Returning Customers
4th row	Returning Customers	New Customers
5th row	New Customers	Returning Customers

Value	Count	Frequency (%)
customers	1000000	50.0%
new	500118	25.0%
returning	499882	25.0%

Value	Count	Frequency (%)
customers	30000	50.0%
returning	15034	25.1%
new	14966	24.9%

Most occurring characters

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45034	9.4%
r	45034	9.4%
u	45034	9.4%
n	30068	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75034	15.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480204	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45034	9.4%
r	45034	9.4%
u	45034	9.4%
n	30068	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75034	15.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480204	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45034	9.4%
r	45034	9.4%
u	45034	9.4%
n	30068	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75034	15.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480204	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45034	9.4%
r	45034	9.4%
u	45034	9.4%
n	30068	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75034	15.6%

customer_zip_code
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	89999	25539
Distinct (%)	9.0%	85.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54993.64477	54854.25793

	Full Dataset	Stratified Sample
Minimum	10000	10003
Maximum	99998	99985
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10000	10003
5-th percentile	14491	14581.95
Q1	32477.75	32239
median	54966	54559.5
Q3	77493	77304.75
95-th percentile	95497	95450.1
Maximum	99998	99985
Range	89998	89982
Interquartile range (IQR)	45015.25	45065.75

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	25975.8078	25945.28587
Coefficient of variation (CV)	0.4723419934	0.4729858145
Kurtosis	-1.199859176	-1.203477455
Mean	54993.64477	54854.25793
Median Absolute Deviation (MAD)	22509	22515.5
Skewness	0.00079246458	0.01518527042
Sum	5.499364477 × 10¹⁰	1645627738
Variance	674742590.8	673157858.7
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41138	27	< 0.1%
28225	27	< 0.1%
19719	27	< 0.1%
25427	27	< 0.1%
95120	26	< 0.1%
38515	26	< 0.1%
54735	26	< 0.1%
21109	26	< 0.1%
17611	25	< 0.1%
82394	25	< 0.1%
Other values (89989)	999738	> 99.9%

Value	Count	Frequency (%)
98876	5	< 0.1%
41905	5	< 0.1%
47419	5	< 0.1%
31912	5	< 0.1%
35444	5	< 0.1%
99244	4	< 0.1%
36854	4	< 0.1%
72876	4	< 0.1%
20323	4	< 0.1%
13575	4	< 0.1%
Other values (25529)	29955	99.9%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

Value	Count	Frequency (%)
10003	2	< 0.1%
10007	1	< 0.1%
10009	1	< 0.1%
10011	1	< 0.1%
10012	2	< 0.1%

Value	Count	Frequency (%)
10003	2	< 0.1%
10007	1	< 0.1%
10009	1	< 0.1%
10011	1	< 0.1%
10012	2	< 0.1%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

customer_city
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	City D	City A
2nd row	City A	City A
3rd row	City B	City D
4th row	City A	City D
5th row	City B	City D

Value	Count	Frequency (%)
city	1000000	50.0%
b	250788	12.5%
c	249955	12.5%
a	249698	12.5%
d	249559	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
c	7608	12.7%
a	7531	12.6%
b	7517	12.5%
d	7344	12.2%

Most occurring characters

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37608	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7531	4.2%
B	7517	4.2%
D	7344	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37608	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7531	4.2%
B	7517	4.2%
D	7344	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37608	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7531	4.2%
B	7517	4.2%
D	7344	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37608	20.9%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7531	4.2%
B	7517	4.2%
D	7344	4.1%

customer_state
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	State Y	State Y
2nd row	State X	State Z
3rd row	State X	State Z
4th row	State Y	State Y
5th row	State Z	State Z

Value	Count	Frequency (%)
state	1000000	50.0%
z	333674	16.7%
x	333196	16.7%
y	333130	16.7%

Value	Count	Frequency (%)
state	30000	50.0%
x	10125	16.9%
z	10078	16.8%
y	9797	16.3%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10125	4.8%
Z	10078	4.8%
Y	9797	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10125	4.8%
Z	10078	4.8%
Y	9797	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10125	4.8%
Z	10078	4.8%
Y	9797	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10125	4.8%
Z	10078	4.8%
Y	9797	4.7%

store_zip_code
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	89999	25570
Distinct (%)	9.0%	85.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54972.76671	54951.9952

	Full Dataset	Stratified Sample
Minimum	10000	10000
Maximum	99998	99994
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	10000	10000
5-th percentile	14488	14347.8
Q1	32473	32330.25
median	54961	55001
Q3	77451	77483.25
95-th percentile	95470	95507.15
Maximum	99998	99994
Range	89998	89994
Interquartile range (IQR)	44978	45153

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	25981.48314	26055.24544
Coefficient of variation (CV)	0.4726246229	0.4741455765
Kurtosis	-1.200166165	-1.2041705
Mean	54972.76671	54951.9952
Median Absolute Deviation (MAD)	22489.5	22594
Skewness	-0.0001039626203	-0.001870781196
Sum	5.497276671 × 10¹⁰	1648559856
Variance	675037466.1	678875815
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20956	28	< 0.1%
29159	27	< 0.1%
59836	26	< 0.1%
54696	26	< 0.1%
92910	26	< 0.1%
43369	26	< 0.1%
26386	26	< 0.1%
90024	26	< 0.1%
27134	26	< 0.1%
20477	26	< 0.1%
Other values (89989)	999737	> 99.9%

Value	Count	Frequency (%)
72397	5	< 0.1%
65367	5	< 0.1%
74371	5	< 0.1%
18725	4	< 0.1%
96681	4	< 0.1%
45189	4	< 0.1%
13087	4	< 0.1%
62639	4	< 0.1%
47243	4	< 0.1%
77335	4	< 0.1%
Other values (25560)	29957	99.9%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	< 0.1%
10003	8	< 0.1%
10004	14	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10005	2	< 0.1%
10006	1	< 0.1%
10007	1	< 0.1%
10008	1	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
10005	2	< 0.1%
10006	1	< 0.1%
10007	1	< 0.1%
10008	1	< 0.1%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	0.1%
10003	8	< 0.1%
10004	14	< 0.1%

store_city
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	City D	City A
2nd row	City C	City C
3rd row	City A	City C
4th row	City B	City C
5th row	City C	City A

Value	Count	Frequency (%)
city	1000000	50.0%
d	250315	12.5%
c	250177	12.5%
b	249965	12.5%
a	249543	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
a	7602	12.7%
d	7567	12.6%
c	7500	12.5%
b	7331	12.2%

Most occurring characters

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37500	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7602	4.2%
D	7567	4.2%
B	7331	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37500	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7602	4.2%
D	7567	4.2%
B	7331	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37500	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7602	4.2%
D	7567	4.2%
B	7331	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37500	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
A	7602	4.2%
D	7567	4.2%
B	7331	4.1%

store_state
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	State Y	State Y
2nd row	State X	State Y
3rd row	State Y	State X
4th row	State Z	State Z
5th row	State X	State Z

Value	Count	Frequency (%)
state	1000000	50.0%
x	333702	16.7%
z	333602	16.7%
y	332696	16.6%

Value	Count	Frequency (%)
state	30000	50.0%
z	10041	16.7%
x	10009	16.7%
y	9950	16.6%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10041	4.8%
X	10009	4.8%
Y	9950	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10041	4.8%
X	10009	4.8%
Y	9950	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10041	4.8%
X	10009	4.8%
Y	9950	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10041	4.8%
X	10009	4.8%
Y	9950	4.7%

distance_to_store
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	10001	9505
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.97910924	49.60062667

	Full Dataset	Stratified Sample
Minimum	0	0.01
Maximum	100	100
Zeros	62	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0.01
5-th percentile	5.03	4.74
Q1	24.97	24.55
median	49.96	49.55
Q3	74.95	74.54
95-th percentile	94.98	94.8805
Maximum	100	100
Range	100	99.99
Interquartile range (IQR)	49.98	49.99

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.86098911	28.88565901
Coefficient of variation (CV)	0.5774610543	0.5823647996
Kurtosis	-1.200199633	-1.19802704
Mean	49.97910924	49.60062667
Median Absolute Deviation (MAD)	24.99	25
Skewness	0.001218286468	0.01292473608
Sum	49979109.24	1488018.8
Variance	832.9566927	834.3812965
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.05	139	< 0.1%
0.01	138	< 0.1%
9.68	138	< 0.1%
30.79	136	< 0.1%
31.27	135	< 0.1%
22.61	134	< 0.1%
40.84	134	< 0.1%
78.41	134	< 0.1%
82.37	133	< 0.1%
89.9	133	< 0.1%
Other values (9991)	998646	99.9%

Value	Count	Frequency (%)
68.54	11	< 0.1%
59.82	11	< 0.1%
93.82	11	< 0.1%
76.63	11	< 0.1%
15.31	10	< 0.1%
80.79	10	< 0.1%
81.05	10	< 0.1%
47.46	10	< 0.1%
13.25	10	< 0.1%
30.27	10	< 0.1%
Other values (9495)	29896	99.7%

Value	Count	Frequency (%)
0	62	< 0.1%
0.01	138	< 0.1%
0.02	88	< 0.1%
0.03	113	< 0.1%
0.04	86	< 0.1%

Value	Count	Frequency (%)
0.01	4	< 0.1%
0.02	2	< 0.1%
0.03	2	< 0.1%
0.04	2	< 0.1%
0.05	4	< 0.1%

Value	Count	Frequency (%)
0.01	4	< 0.1%
0.02	2	< 0.1%
0.03	2	< 0.1%
0.04	2	< 0.1%
0.05	4	< 0.1%

Value	Count	Frequency (%)
0	62	0.2%
0.01	138	0.5%
0.02	88	0.3%
0.03	113	0.4%
0.04	86	0.3%

holiday_season
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	3	3
Median length	3	2
Mean length	2.500214	2.498866667
Min length	2	2

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	2500214	74966
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	No	Yes
2nd row	No	No
3rd row	Yes	Yes
4th row	Yes	Yes
5th row	Yes	No

Value	Count	Frequency (%)
yes	500214	50.0%
no	499786	50.0%

Value	Count	Frequency (%)
no	15034	50.1%
yes	14966	49.9%

Most occurring characters

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
N	15034	20.1%
o	15034	20.1%
Y	14966	20.0%
e	14966	20.0%
s	14966	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	74966	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
N	15034	20.1%
o	15034	20.1%
Y	14966	20.0%
e	14966	20.0%
s	14966	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	74966	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
N	15034	20.1%
o	15034	20.1%
Y	14966	20.0%
e	14966	20.0%
s	14966	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	74966	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
N	15034	20.1%
o	15034	20.1%
Y	14966	20.0%
e	14966	20.0%
s	14966	20.0%

season
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	6	6
Mean length	5.500322	5.495533333
Min length	4	4

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	5500322	164866
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Spring	Spring
2nd row	Summer	Winter
3rd row	Winter	Spring
4th row	Winter	Winter
5th row	Summer	Summer

Value	Count	Frequency (%)
winter	250307	25.0%
spring	250169	25.0%
fall	249839	25.0%
summer	249685	25.0%

Value	Count	Frequency (%)
fall	7567	25.2%
spring	7515	25.1%
summer	7499	25.0%
winter	7419	24.7%

Most occurring characters

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22433	13.6%
l	15134	9.2%
S	15014	9.1%
m	14998	9.1%
i	14934	9.1%
n	14934	9.1%
e	14918	9.0%
F	7567	4.6%
a	7567	4.6%
p	7515	4.6%
Other values (4)	29852	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164866	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22433	13.6%
l	15134	9.2%
S	15014	9.1%
m	14998	9.1%
i	14934	9.1%
n	14934	9.1%
e	14918	9.0%
F	7567	4.6%
a	7567	4.6%
p	7515	4.6%
Other values (4)	29852	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164866	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22433	13.6%
l	15134	9.2%
S	15014	9.1%
m	14998	9.1%
i	14934	9.1%
n	14934	9.1%
e	14918	9.0%
F	7567	4.6%
a	7567	4.6%
p	7515	4.6%
Other values (4)	29852	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164866	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22433	13.6%
l	15134	9.2%
S	15014	9.1%
m	14998	9.1%
i	14934	9.1%
n	14934	9.1%
e	14918	9.0%
F	7567	4.6%
a	7567	4.6%
p	7515	4.6%
Other values (4)	29852	18.1%

weekend
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	3	3
Median length	2	2
Mean length	2.499333	2.498233333
Min length	2	2

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	2499333	74947
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	Yes	Yes
2nd row	Yes	No
3rd row	Yes	Yes
4th row	No	No
5th row	Yes	No

Value	Count	Frequency (%)
no	500667	50.1%
yes	499333	49.9%

Value	Count	Frequency (%)
no	15053	50.2%
yes	14947	49.8%

Most occurring characters

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15053	20.1%
o	15053	20.1%
Y	14947	19.9%
e	14947	19.9%
s	14947	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74947	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15053	20.1%
o	15053	20.1%
Y	14947	19.9%
e	14947	19.9%
s	14947	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74947	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15053	20.1%
o	15053	20.1%
Y	14947	19.9%
e	14947	19.9%
s	14947	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	74947	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
N	15053	20.1%
o	15053	20.1%
Y	14947	19.9%
e	14947	19.9%
s	14947	19.9%

customer_support_calls
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	20	20
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	9.496269	9.4736

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	19	19
Zeros	49755	1525
Zeros (%)	5.0%	5.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	1	0
Q1	4	4
median	9	9
Q3	14	14
95-th percentile	18	19
Maximum	19	19
Range	19	19
Interquartile range (IQR)	10	10

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	5.761232791	5.769172022
Coefficient of variation (CV)	0.606683824	0.608973571
Kurtosis	-1.204539564	-1.203435083
Mean	9.496269	9.4736
Median Absolute Deviation (MAD)	5	5
Skewness	0.001572025506	0.000146728086
Sum	9496269	284208
Variance	33.19180327	33.28334582
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	50608	5.1%
8	50350	5.0%
4	50334	5.0%
12	50312	5.0%
2	50158	5.0%
11	50151	5.0%
16	50087	5.0%
13	50074	5.0%
9	50053	5.0%
7	50050	5.0%
Other values (10)	497823	49.8%

Value	Count	Frequency (%)
12	1606	5.4%
2	1577	5.3%
13	1543	5.1%
9	1535	5.1%
19	1531	5.1%
0	1525	5.1%
3	1517	5.1%
17	1502	5.0%
1	1501	5.0%
7	1500	5.0%
Other values (10)	14663	48.9%

Value	Count	Frequency (%)
0	49755	5.0%
1	49530	5.0%
2	50158	5.0%
3	50608	5.1%
4	50334	5.0%

Value	Count	Frequency (%)
0	1525	5.1%
1	1501	5.0%
2	1577	5.3%
3	1517	5.1%
4	1450	4.8%

Value	Count	Frequency (%)
0	1525	0.2%
1	1501	0.2%
2	1577	0.2%
3	1517	0.2%
4	1450	0.1%

Value	Count	Frequency (%)
0	49755	165.9%
1	49530	165.1%
2	50158	167.2%
3	50608	168.7%
4	50334	167.8%

email_subscriptions
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	3	3
Median length	2	2
Mean length	2.499938	2.498733333
Min length	2	2

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	2499938	74962
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	No	No
2nd row	No	Yes
3rd row	Yes	No
4th row	No	Yes
5th row	No	Yes

Value	Count	Frequency (%)
no	500062	50.0%
yes	499938	50.0%

Value	Count	Frequency (%)
no	15038	50.1%
yes	14962	49.9%

Most occurring characters

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15038	20.1%
o	15038	20.1%
Y	14962	20.0%
e	14962	20.0%
s	14962	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74962	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15038	20.1%
o	15038	20.1%
Y	14962	20.0%
e	14962	20.0%
s	14962	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74962	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15038	20.1%
o	15038	20.1%
Y	14962	20.0%
e	14962	20.0%
s	14962	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	74962	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
N	15038	20.1%
o	15038	20.1%
Y	14962	20.0%
e	14962	20.0%
s	14962	20.0%

app_usage
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	4	4
Mean length	4.334299	4.3237
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	4334299	129711
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	High	Medium
2nd row	High	Medium
3rd row	Low	Medium
4th row	Low	Medium
5th row	Medium	Low

Value	Count	Frequency (%)
medium	333822	33.4%
low	333345	33.3%
high	332833	33.3%

Value	Count	Frequency (%)
low	10143	33.8%
high	9930	33.1%
medium	9927	33.1%

Most occurring characters

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19857	15.3%
L	10143	7.8%
w	10143	7.8%
o	10143	7.8%
H	9930	7.7%
g	9930	7.7%
h	9930	7.7%
M	9927	7.7%
e	9927	7.7%
d	9927	7.7%
Other values (2)	19854	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129711	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19857	15.3%
L	10143	7.8%
w	10143	7.8%
o	10143	7.8%
H	9930	7.7%
g	9930	7.7%
h	9930	7.7%
M	9927	7.7%
e	9927	7.7%
d	9927	7.7%
Other values (2)	19854	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129711	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19857	15.3%
L	10143	7.8%
w	10143	7.8%
o	10143	7.8%
H	9930	7.7%
g	9930	7.7%
h	9930	7.7%
M	9927	7.7%
e	9927	7.7%
d	9927	7.7%
Other values (2)	19854	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129711	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19857	15.3%
L	10143	7.8%
w	10143	7.8%
o	10143	7.8%
H	9930	7.7%
g	9930	7.7%
h	9930	7.7%
M	9927	7.7%
e	9927	7.7%
d	9927	7.7%
Other values (2)	19854	15.3%

website_visits
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.512951	49.5615

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	99	99
Zeros	10111	293
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	4	4
Q1	25	25
median	50	50
Q3	75	75
95-th percentile	95	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	28.86977699	28.77939123
Coefficient of variation (CV)	0.5830752644	0.5806803916
Kurtosis	-1.199464505	-1.192315994
Mean	49.512951	49.5615
Median Absolute Deviation (MAD)	25	25
Skewness	-0.0006306812576	-0.00604114859
Sum	49512951	1486845
Variance	833.4640237	828.2533595
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	10304	1.0%
95	10250	1.0%
50	10235	1.0%
62	10177	1.0%
45	10175	1.0%
13	10166	1.0%
38	10160	1.0%
84	10147	1.0%
98	10136	1.0%
93	10132	1.0%
Other values (90)	898118	89.8%

Value	Count	Frequency (%)
38	331	1.1%
52	329	1.1%
56	328	1.1%
45	328	1.1%
53	326	1.1%
14	324	1.1%
58	324	1.1%
3	323	1.1%
42	323	1.1%
96	322	1.1%
Other values (90)	26742	89.1%

Value	Count	Frequency (%)
0	10111	1.0%
1	9997	1.0%
2	9933	1.0%
3	10007	1.0%
4	9969	1.0%

Value	Count	Frequency (%)
0	293	1.0%
1	304	1.0%
2	301	1.0%
3	323	1.1%
4	280	0.9%

Value	Count	Frequency (%)
0	293	< 0.1%
1	304	< 0.1%
2	301	< 0.1%
3	323	< 0.1%
4	280	< 0.1%

Value	Count	Frequency (%)
0	10111	33.7%
1	9997	33.3%
2	9933	33.1%
3	10007	33.4%
4	9969	33.2%

social_media_engagement
['Text', 'Text']

	Full Dataset	Stratified Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Stratified Sample
Max length	6	6
Median length	4	4
Mean length	4.332057	4.325733333
Min length	3	3

Characters and Unicode

	Full Dataset	Stratified Sample
Total characters	4332057	129772
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Stratified Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Stratified Sample
1st row	High	Medium
2nd row	Medium	Medium
3rd row	Medium	Medium
4th row	Low	High
5th row	Low	Medium

Value	Count	Frequency (%)
low	334073	33.4%
medium	333065	33.3%
high	332862	33.3%

Value	Count	Frequency (%)
low	10084	33.6%
high	9988	33.3%
medium	9928	33.1%

Most occurring characters

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	19916	15.3%
L	10084	7.8%
w	10084	7.8%
o	10084	7.8%
H	9988	7.7%
g	9988	7.7%
h	9988	7.7%
M	9928	7.7%
e	9928	7.7%
d	9928	7.7%
Other values (2)	19856	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	129772	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	19916	15.3%
L	10084	7.8%
w	10084	7.8%
o	10084	7.8%
H	9988	7.7%
g	9988	7.7%
h	9988	7.7%
M	9928	7.7%
e	9928	7.7%
d	9928	7.7%
Other values (2)	19856	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	129772	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	19916	15.3%
L	10084	7.8%
w	10084	7.8%
o	10084	7.8%
H	9988	7.7%
g	9988	7.7%
h	9988	7.7%
M	9928	7.7%
e	9928	7.7%
d	9928	7.7%
Other values (2)	19856	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	129772	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	19916	15.3%
L	10084	7.8%
w	10084	7.8%
o	10084	7.8%
H	9988	7.7%
g	9988	7.7%
h	9988	7.7%
M	9928	7.7%
e	9928	7.7%
d	9928	7.7%
Other values (2)	19856	15.3%

days_since_last_purchase
Real number (ℝ)

	Full Dataset	Stratified Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	182.027559	182.3302

	Full Dataset	Stratified Sample
Minimum	0	0
Maximum	364	364
Zeros	2768	85
Zeros (%)	0.3%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Stratified Sample
Minimum	0	0
5-th percentile	18	19
Q1	91	92
median	182	182
Q3	273	274
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	182

Descriptive statistics

	Full Dataset	Stratified Sample
Standard deviation	105.3645979	105.2194266
Coefficient of variation (CV)	0.5788387123	0.5770817266
Kurtosis	-1.199912738	-1.196932124
Mean	182.027559	182.3302
Median Absolute Deviation (MAD)	91	91
Skewness	-0.0005543132091	0.0001539046339
Sum	182027559	5469906
Variance	11101.69848	11071.12774
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	2916	0.3%
72	2890	0.3%
98	2888	0.3%
252	2869	0.3%
364	2867	0.3%
6	2862	0.3%
325	2857	0.3%
136	2843	0.3%
267	2833	0.3%
239	2832	0.3%
Other values (355)	971343	97.1%

Value	Count	Frequency (%)
114	107	0.4%
26	106	0.4%
49	103	0.3%
163	103	0.3%
216	101	0.3%
203	101	0.3%
329	100	0.3%
109	100	0.3%
296	99	0.3%
337	99	0.3%
Other values (355)	28981	96.6%

Value	Count	Frequency (%)
0	2768	0.3%
1	2752	0.3%
2	2701	0.3%
3	2709	0.3%
4	2786	0.3%

Value	Count	Frequency (%)
0	85	0.3%
1	63	0.2%
2	83	0.3%
3	85	0.3%
4	79	0.3%

Value	Count	Frequency (%)
0	85	< 0.1%
1	63	< 0.1%
2	83	< 0.1%
3	85	< 0.1%
4	79	< 0.1%

Value	Count	Frequency (%)
0	2768	9.2%
1	2752	9.2%
2	2701	9.0%
3	2709	9.0%
4	2786	9.3%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks